Yasuda Muneki 安田宗樹

… Alternative Names

YASUDA Muneki 安田宗樹

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Researcher Number	20532774
Affiliation (Current)	2025: 山形大学, 大学院理工学研究科, 教授
Affiliation (based on the past Project Information) *help	2020 – 2023: 山形大学, 大学院理工学研究科, 教授 2016 – 2020: 山形大学, 大学院理工学研究科, 准教授 2013 – 2016: 山形大学, 理工学研究科, 准教授 2013: 山形大学, 学院理工学研究科, 准教授 2012: 東北大学, 情報科学研究科, 助教 2009 – 2011: Tohoku University, 大学院・情報科学研究科, 助教
Review Section/Research Field	Principal Investigator Sensitivity informatics/Soft computing / Basic Section 60030:Statistical science-related / Basic Section 61040:Soft computing-related / Soft computing Except Principal Investigator Basic Section 61040:Soft computing-related / Mathematical physics/Fundamental condensed matter physics / Soft computing / Sensitivity informatics/Soft computing / Science and Engineering
Keywords	Principal Investigator 情報統計力学 / 統計的機械学習 / アルゴリズム / データマイニング / 確率的情報処理 / ベイズ統計 / 深層学習 / 統計的機械学習理論 / ボルツマンマシン / 特徴量抽出 … More / 近似アルゴリズム / 統計的深層学習 / データ要素重要度分析 / 確率モデル / 統計的近似アルゴリズム / スパースモデリング / 確率的ニューラルネットワーク / 特徴抽出 / データ前処理 / 統計力学 / 逆問題 / 人工知能 / 情報理論 / 制限ボルツマンマシン / 深層ボルツマンマシン / アルゴリズム開発 / 理論解析 / 解析・評価 / 道路交通ネットワーク　「国際情報交換：フランス」 / 統計的性能評価解析 / 統計的数理解析 / 確率的ナウ・キャスト推定 / ソーシャルネットワーク / 統計的学習理論 / 統計的近似計算理論 / 項目応答理論 … More Except Principal Investigator 確率的情報処理 / 情報統計力学 / 機械学習 / マルコフ確率場 / 統計的機械学習理論 / 量子確率伝搬法 / 量子確率伝播法 / 量子コンピューティング / 確率的グラフィカルモデル / 量子統計的機械学習理論 / ベイズ統計 / 詳細釣り合い / 深層学習 / 最適化問題 / 非擬似古典確率的 / 統計力学 / 量子力学 / スピングラス模型 / 統計的機械学習 / 量子機械学習 / 確率過程 / 量子速度限界 / 汎化性能 / 負符号問題 / 量子アニーリング / 率的情報処理 / 統計数学 / 数理工学 / アドホックネットワーク / 確率伝播法 / 統計科学 / モデル化 / アルゴリズム Less

A universal system for constructive data preprocessingPrincipal Investigator
- Principal Investigator
  
  YASUDA Muneki
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Yamagata University
Developing data-structure-mining methods in deep learningPrincipal Investigator
- Principal Investigator
  
  Yasuda Muneki
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  Yamagata University
Creation of design theory of quantum statistical machine learning system and its realization
- Principal Investigator
  
  Kazuyuki Tanaka
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  Tohoku University
a practical designing theory for deep learning modelsPrincipal Investigator
- Principal Investigator
  
  Yasuda Muneki
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Soft computing
- Research Institution
  Yamagata University
New era driven by quantum annealing for machine learning and computation
- Principal Investigator
  
  Ohzeki Masayuki
- Project Period (FY)
  2015 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Mathematical physics/Fundamental condensed matter physics
- Research Institution
  Tohoku University
  Kyoto University
Design Theory of Probabilistic Computational Models for Community Detections based on Non-Additive Volume and Entropy
- Principal Investigator
  
  TANAKA Kazuyuki
- Project Period (FY)
  2013 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Soft computing
- Research Institution
  Tohoku University
Generation of fundamental design theory of Bayesian ad-hoc network systems based on Markov random fields
- Principal Investigator
  
  TANAKA Kazuyuki
- Project Period (FY)
  2012 – 2013
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Sensitivity informatics/Soft computing
- Research Institution
  Tohoku University
Schematization of probabilistic social network theoryPrincipal Investigator
- Principal Investigator
  
  YASUDA Muneki
- Project Period (FY)
  2012 – 2014
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Sensitivity informatics/Soft computing
- Research Institution
  Yamagata University
  Tohoku University
Probabilistic data mining theory using item response theory based on Markov random fieldPrincipal Investigator
- Principal Investigator
  
  YASUDA Muneki
- Project Period (FY)
  2009 – 2011
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Sensitivity informatics/Soft computing
- Research Institution
  Tohoku University
Design of sophisticated Bayesian network systems based on large-scale random fields
- Principal Investigator
  
  TANAKA Kazuyuki
- Project Period (FY)
  2006 – 2009
- Research Category
  
  Grant-in-Aid for Scientific Research on Priority Areas
- Review Section
  
  Science and Engineering
- Research Institution
  Tohoku University

[Book] スパースモデリング　理論、アルゴリズム、応用2019
- Author(s)
  Irina Rish、Genady Ya. Grabarnik、竹澤邦夫、大関真之、高橋茶子、竹田晃人、徳田悟、藤本晃司、安田宗樹
- Total Pages
  248
- Publisher
  ジャムハウス
- ISBN
  9784906768738
- Data Source
  KAKENHI-PROJECT-18K11459
[Book] 画像処理の統計モデリング ―確率的グラフィカルモデルとスパースモデリングからのアプローチ―2018
- Author(s)
  片岡駿，大関真之，安田宗樹，田中和之
- Total Pages
  262
- Publisher
  共立出版
- ISBN
  9784320111233
- Data Source
  KAKENHI-PROJECT-18K11459
[Book] 画像処理の統計モデリング --- 確率的グラフィカルモデルとスパースモデリングからのアプローチ ---2018
- Author(s)
  片岡駿, 大関真之, 安田宗樹, 田中和之
- Total Pages
  264
- Publisher
  共立出版
- ISBN
  9784320111233
- Data Source
  KAKENHI-PROJECT-18H03303
[Book] 画像処理の統計モデリング2018
- Author(s)
  片岡駿、大関真之、安田宗樹、田中和之、照井伸彦、小谷元子、赤間陽二、花輪公雄
- Total Pages
  264
- Publisher
  共立出版
- ISBN
  9784320111233
- Data Source
  KAKENHI-PROJECT-15H03699
[Book] 深層学習2015
- Author(s)
  麻生英樹、安田宗樹、前田新一、岡野原大輔岡谷貴之、久保陽太郎、ボレガラダヌシカ
- Total Pages
  288
- Publisher
  近代科学社
- Data Source
  KAKENHI-PROJECT-15H03699
[Book] 深層学習: Deep Learning2015
- Author(s)
  安田宗樹（分担執筆：第２章担当）
- Total Pages
  267
- Publisher
  近代科学社
- Data Source
  KAKENHI-PROJECT-15K00330
[Book] OR学会機関誌「オペレーションズ・リサーチ」平成25年4月号特集「グラフと確率・統計モデル」，確率的グラフィカルモデル　―ベイジアンネットワークとその周辺―2013
- Author(s)
  安田宗樹，片岡駿，田中和之
- Publisher
  OR学会
- Data Source
  KAKENHI-PROJECT-24700220
[Book] 人工知能学会誌，連載解説「深層学習」（第１回），ディープボルツマンマシン入門2013
- Author(s)
  安田宗樹
- Publisher
  人工知能学会
- Data Source
  KAKENHI-PROJECT-24700220
[Book] コンピュータビジョン最先端ガイド32010
- Author(s)
  安田宗樹, 片岡駿, 田中和之
- Publisher
  アドコム・メディア株式会社
- Data Source
  KAKENHI-PROJECT-21700247
[Book] 映像情報メディア工学大事典2010
- Author(s)
  田中和之, 安田宗樹
- Publisher
  オーム社
- Data Source
  KAKENHI-PROJECT-21700247
[Journal Article] Gaussian-discrete restricted Boltzmann machine with sparse-regularized hidden layer2024
- Author(s)
  Kaiji Sekimoto, Muneki Yasuda
- Journal Title
  
  Behaviormetrika
  
  Volume: 51 Issue: 1 Pages: 5-23
- DOI
  10.1007/s41237-024-00230-9
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11778
[Journal Article] Effective sampling on Gaussian-Bernoulli restricted Boltzmann machines2024
- Author(s)
  Muneki Yasuda
- Journal Title
  
  NOLTA
  
  Volume: 15 Issue: 2 Pages: 217-225
- DOI
  10.1587/nolta.15.217
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11778
[Journal Article] Quasi-free energy evaluation of Gaussian-Bernoulli restricted Boltzmann machine for anomaly detection2024
- Author(s)
  Kaiji Sekimoto, Chako Takahashi, Muneki Yasuda
- Journal Title
  
  NOLTA
  
  Volume: 15 Issue: 2 Pages: 273-283
- DOI
  10.1587/nolta.15.273
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11778
[Journal Article] Discriminative restricted Boltzmann machine with trainable sparsity2023
- Author(s)
  Yasuda Muneki、Katsumata Tomu
- Journal Title
  
  NOLTA
  
  Volume: 14 Issue: 2 Pages: 207-214
- DOI
  10.1587/nolta.14.207
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11778
[Journal Article] Quasi-Free Energy Evaluation of Restricted Boltzmann Machine for Anomaly Detection2023
- Author(s)
  Kaiji Sekimoto, Chako Takahashi, and Muneki Yasuda
- Journal Title
  
  IEICE Proceeding Series
  
  Volume: 76 Pages: 142-145
- DOI
  10.34385/proc.76.A3L-44
- ISSN
  2188-5079
- Year and Date
  2023-09-21
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K17804, KAKENHI-PROJECT-21K11778
[Journal Article] Effective learning algorithm for restricted Boltzmann machines via spatial Monte Carlo integration2023
- Author(s)
  Sekimoto Kaiji、Yasuda Muneki
- Journal Title
  
  NOLTA
  
  Volume: 14 Issue: 2 Pages: 228-241
- DOI
  10.1587/nolta.14.228
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11778
[Journal Article] New Learning Algorithm of Gaussian–Bernoulli Restricted Boltzmann Machine and its Application in Feature Extraction2023
- Author(s)
  Muneki Yasuda, Zhongren Xiong
- Journal Title
  
  IEICE Proceeding Series
  
  Volume: 76 Pages: 134-137
- DOI
  10.34385/proc.76.A3L-42
- ISSN
  2188-5079
- Year and Date
  2023-09-21
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K11778
[Journal Article] Free energy evaluation using marginalized annealed importance sampling2022
- Author(s)
  Yasuda Muneki、Takahashi Chako
- Journal Title
  
  Physical Review E
  
  Volume: 106 Issue: 2 Pages: 1-11
- DOI
  10.1103/physreve.106.024127
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K11778, KAKENHI-PROJECT-21K17804, KAKENHI-PROJECT-20K23342
[Journal Article] Spatial Monte Carlo Integration for Learning Restricted Boltzmann Machines2022
- Author(s)
  Kaiji Sekimoto、Muneki Yasuda
- Journal Title
  
  IEICE Proceeding Series
  
  Volume: 71 Pages: 9-12
- DOI
  10.34385/proc.71.A2L-B-03
- ISSN
  2188-5079
- Year and Date
  2022-12-12
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11778
[Journal Article] Hierarchical Gaussian Markov Random Field for Image Denoising2022
- Author(s)
  Yuki Monma, Aro Kan, and Muneki Yasuda
- Journal Title
  
  IEICE Trans. Inf. & Syst.
  
  Volume: E105.D Issue: 3 Pages: 689-699
- DOI
  10.1587/transinf.2021EDP7172
- NAID
  130008165627
- ISSN
  0916-8532, 1745-1361
- Year and Date
  2022-03-01
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11778
[Journal Article] Composite Spatial Monte Carlo Integration Based on Generalized Least Squares2022
- Author(s)
  Sekimoto Kaiji、Yasuda Muneki
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 91 Issue: 11 Pages: 1-12
- DOI
  10.7566/jpsj.91.114003
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K11778
[Journal Article] Discriminative Restricted Boltzmann Machine with Adapted-Sparse Hidden Layer2022
- Author(s)
  Muneki Yasuda、Tomu Katsumata
- Journal Title
  
  IEICE Proceeding Series
  
  Volume: 71 Pages: 53-56
- DOI
  10.34385/proc.71.A3L-B-01
- ISSN
  2188-5079
- Year and Date
  2022-12-12
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11778
[Journal Article] Spatial Monte Carlo integration with annealed importance sampling2021
- Author(s)
  Muneki Yasuda and Kaiji Sekimoto
- Journal Title
  
  Physical Review E
  
  Volume: 103 Issue: 5 Pages: 1-10
- DOI
  10.1103/physreve.103.052118
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K11778
[Journal Article] Effective fine-tuning training of deep Boltzmann machine based on spatial Monte Carlo integration2021
- Author(s)
  Tomu Katsumata and Muneki Yasuda
- Journal Title
  
  NOLTA
  
  Volume: 12 Issue: 3 Pages: 377-390
- DOI
  10.1587/nolta.12.377
- NAID
  130008060807
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11778
[Journal Article] A Generalization of Spatial Monte Carlo Integration2021
- Author(s)
  Muneki Yasuda and Kei Uchizawa
- Journal Title
  
  Neural Computation
  
  Volume: 33 Issue: 4 Pages: 1037-1062
- DOI
  10.1162/neco_a_01365
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] The association between the subjective quality of sleep and the phase of a 90-minute periodic signal for the wake-up support system2021
- Author(s)
  Seung-Il Cho, Minami Tsuchiya, Atsushi Tanaka, Muneki Yasuda, Tomochika Harada, and Michio Yokoyama
- Journal Title
  
  NOLTA
  
  Volume: 12 Issue: 3 Pages: 464-474
- DOI
  10.1587/nolta.12.464
- NAID
  130008060816
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K11778
[Journal Article] Multi-layered Discriminative Restricted Boltzmann Machine with Untrained Probabilistic Layer2021
- Author(s)
  Yuri Kanno and Muneki Yasuda
- Journal Title
  
  Proceedings of the 25th International Conference on Pattern Recognition
  
  Volume: - Pages: 7655-7660
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] Consistent batch normalization for weighted loss in imbalanced-data environment2020
- Author(s)
  Muneki Yasuda, Yeo Xian En, and Seishirou Ueno
- Journal Title
  
  NOLTA
  
  Volume: 11 Issue: 4 Pages: 454-465
- DOI
  10.1587/nolta.11.454
- NAID
  130007921451
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] A Study on the Correlation Between the Subjective Satisfaction of Sleep and Phase of a 90-Minute Periodic Signal2020
- Author(s)
  Seung-Il Cho, Minami Tsuchiya, Atsushi Tanaka, Muneki Yasuda, Tomochika Harada, and Michio Yokoyama
- Journal Title
  
  Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications
  
  Volume: - Pages: 37-39
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] Effective Fine-Tuning Algorithm for Deep Boltzmann Machine2020
- Author(s)
  Tomu Katsumata and Muneki Yasuda
- Journal Title
  
  Proceedings of the 2020 International Symposium on Nonlinear Theory and its Applications
  
  Volume: - Pages: 29-32
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] Visualization and evaluation of the relation between the estimated sleep satisfaction levels using nonlinear multiple regression analysis and autonomic nervous system2020
- Author(s)
  Seung-Il Cho, Minami Tsuchiya, Atsushi Tanaka, Muneki Yasuda, Tomochika Harada, and Michio Yokoyama
- Journal Title
  
  NOLTA
  
  Volume: 11 Issue: 4 Pages: 517-526
- DOI
  10.1587/nolta.11.517
- NAID
  130007921443
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] Changing Tendency Analysis of Sleep Quality Based on Temperature and Respiratory Frequency Using Neural Network Model2020
- Author(s)
  Minami Tsuchiya, Seung-Il Cho, Atsushi Tanaka, Muneki Yasuda, Tomochika Harada, and Michio Yokoyama
- Journal Title
  
  International Journal of Fuzzy Logic and Intelligent Systems
  
  Volume: 20 Issue: 2 Pages: 87-95
- DOI
  10.5391/ijfis.2020.20.2.87
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] Adaptive Thouless-Anderson-Palmer equation for higher-order Markov random fields2020
- Author(s)
  Chako Takahashi, Muneki Yasuda, and Kazuyuki Tanaka
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 89 Issue: 6 Pages: 064007-064007
- DOI
  10.7566/jpsj.89.064007
- NAID
  40022254148
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] Bayesian Image Denoising with Multiple Noisy Images2019
- Author(s)
  Shun Kataoka and Muneki Yasuda
- Journal Title
  
  The Review of Socionetwork Strategies
  
  Volume: 13 Issue: 2 Pages: 267-280
- DOI
  10.1007/s12626-019-00043-3
- NAID
  120006767844
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K11459, KAKENHI-PROJECT-18K18120
[Journal Article] Detection of human-interaction network using Markov random field2019
- Author(s)
  Muneki Yasuda, Kouta Katou, Yoshitaka Mikuni, Yuuki Yokoyama, Tomochika Harada, Atsushi Tanaka, and Michio Yokoyama
- Journal Title
  
  NOLTA
  
  Volume: 10 Issue: 4 Pages: 485-495
- DOI
  10.1587/nolta.10.485
- NAID
  130007722625
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] Overcoming Chasm Phenomena in Diffusion on Cookpad Community2019
- Author(s)
  Atsushi Tanaka, Shin Nagasawa, Muneki Yasuda, Tomochika Harada, and Michio Yokoyama
- Journal Title
  
  Proceedings of the 2019 International Symposium on Nonlinear Theory and its Applications
  
  Volume: - Pages: 150-152
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] Empirical Bayes method for Boltzmann machines2019
- Author(s)
  Muneki Yasuda and Tomoyuki Obuchi
- Journal Title
  
  Journal of Physics A: Mathematical and Theoretical
  
  Volume: 53 Issue: 1 Pages: 014004-014004
- DOI
  10.1088/1751-8121/ab57a7
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K11459, KAKENHI-PROJECT-18K11463, KAKENHI-PROJECT-17H00764
[Journal Article] Estimation of sleep onset and awaking time using a deep neural network with physiological data during sleep2019
- Author(s)
  Minami Tsuchiya, Atsushi Tanaka, Muneki Yasuda, Tomochika Harada, Seung-Il Cho, and Michio Yokoyama
- Journal Title
  
  NOLTA
  
  Volume: 10 Issue: 4 Pages: 366-372
- DOI
  10.1587/nolta.10.366
- NAID
  130007722645
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459, KAKENHI-PROJECT-17K01781
[Journal Article] Sublinear Computational Time Modeling by Momentum-Space Renormalization Group Theory in Statistical Machine Learning Procedures2019
- Author(s)
  Kazuyuki Tanaka, Masayuki Ohzeki, and Muneki Yasuda
- Journal Title
  
  The Review of Socionetwork Strategies
  
  Volume: 13 Issue: 2 Pages: 281-306
- DOI
  10.1007/s12626-019-00053-1
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K11459, KAKENHI-PROJECT-19H01095, KAKENHI-PROJECT-18H03303
[Journal Article] An efficient test method for noise robustness of deep neural networks2019
- Author(s)
  Muneki Yasuda, Hironori Sakata, Seung-Il Cho, Tomochika Harada, Atushi Tanaka, and Michio Yokoyama
- Journal Title
  
  NOLTA
  
  Volume: 10 Issue: 2 Pages: 221-235
- DOI
  10.1587/nolta.10.221
- NAID
  130007622356
- ISSN
  2185-4106
- Language
  English
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] An efficient test method for noise robustness of deep neural networks2019
- Author(s)
  Muneki Yasuda, Hironori Sakata, Seung-Il Cho, Tomochika Harada, Atushi Tanaka, and Michio Yokoyama
- Journal Title
  
  Nonlinear Theory and its Applications
  
  Volume: -
- NAID
  130007622356
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] An efficient test method for noise robustness of deep neural networks2019
- Author(s)
  M. Yasuda, H. Sakata, S. Cho, T. Harada, A. Tanaka, and M. Yokoyama
- Journal Title
  
  Nonlinear Theory and its Applications, IEICE
  
  Volume: -
- NAID
  130007622356
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15H03699
[Journal Article] A Study on the Relation Between the Estimated Sleep Satisfaction Levels Using Multiple Regression Analysis and Autonomic Nervous System2019
- Author(s)
  Seung-Il Cho, Minami Tsuchiya, Atsushi Tanaka, Muneki Yasuda, Tomochika Harada, and Michio Yokoyama
- Journal Title
  
  Proceedings of the 2019 International Symposium on Nonlinear Theory and its Applications
  
  Volume: - Pages: 153-156
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] Improvement of Batch Normalization in Imbalanced Data2019
- Author(s)
  Muneki Yasuda and Seishirou Ueno
- Journal Title
  
  Proceedings of the 2019 International Symposium on Nonlinear Theory and its Applications
  
  Volume: - Pages: 146-149
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] Restricted Boltzmann Machine with Multivalued Hidden Variables: a model suppressing over-fitting2019
- Author(s)
  Yuuki Yokoyama, Tomu Katsumata, and Muneki Yasuda
- Journal Title
  
  The Review of Socionetwork Strategies
  
  Volume: 12 Issue: 2 Pages: 253-266
- DOI
  10.1007/s12626-019-00042-4
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] Estimation System of Blood Pressure Variation with Photoplethysmography Signals Using Multiple Regression Analysis and Neural Network2018
- Author(s)
  Cho Seung-Il、Negishi Takumi、Tsuchiya Minami、Yasuda Muneki、Yokoyama Michio
- Journal Title
  
  INTERNATIONAL JOURNAL of FUZZY LOGIC and INTELLIGENT SYSTEMS
  
  Volume: 18 Issue: 4 Pages: 229-236
- DOI
  10.5391/ijfis.2018.18.4.229
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17K01781, KAKENHI-PROJECT-18K11459
[Journal Article] Estimation of Awaking Time Using a Deep Neural Network with Physiological Data During Sleep2018
- Author(s)
  Minami Tsuchiya, Atsushi Tanaka, Muneki Yasuda, Tomochika Harada, Seung-Il Cho, and Michio Yokoyama
- Journal Title
  
  Proceedings of the 2018 International Symposium on Nonlinear Theory and its Applications
  
  Volume: - Pages: 27-30
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] Linear-Time Algorithm in Bayesian Image Denoising based on Gaussian Markov Random Field2018
- Author(s)
  Muneki Yasuda, Jyunpei Watanabe, Shun Kataoka, and Kazuyuki Tanaka
- Journal Title
  
  IEICE Transactions on Information and Systems
  
  Volume: 印刷中
- NAID
  130007382462
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K00330
[Journal Article] Linear-Time Algorithm in Bayesian Image Denoising based on Gaussian Markov Random Field2018
- Author(s)
  Muneki Yasuda, Jyunpei Watanabe, Shun Kataoka, and Kazuyuki Tanaka
- Journal Title
  
  IEICE Trans. Inf. & Syst.
  
  Volume: E101.D Issue: 6 Pages: 1629-1639
- DOI
  10.1587/transinf.2017EDP7346
- NAID
  130007382462
- ISSN
  0916-8532, 1745-1361
- Year and Date
  2018-06-01
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K11459, KAKENHI-PROJECT-15H03699
[Journal Article] Estimation System of Blood Pressure Variation Using Multiple Regression Analysis and Neural Network2018
- Author(s)
  Seung-Il Cho, Minami Tsuchiya, Muneki Yasuda and Michio Yokoyama
- Journal Title
  
  Proceedings of the International Conference on Advances in Next Generation Computer and Information Technology V (NGCIT2018), Advanced Science and Technology Letters
  
  Volume: 152 Pages: 61-64
- DOI
  10.14257/astl
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] Community Analysis of Social Networks Based on Network Indexes2018
- Author(s)
  Atsushi Tanaka, Seung-Il Cho, Muneki Yasuda, Tomochika Harada, and Michio Yokoyama
- Journal Title
  
  Proceedings of the 2018 International Symposium on Nonlinear Theory and its Applications
  
  Volume: - Pages: 38-41
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] Estimation of Correlation between Multiple Parameters and Sleep Satisfaction Using Deep Neural Network for Pleasant Sleeping Support System2018
- Author(s)
  Seung-Il Cho, Muneki Yasuda, Minami Tsuchiya, Tomochika Harada, Atsushi Tanaka, and Michio Yokoyama
- Journal Title
  
  Proceedings of the 31th International Conference on Computer Applications in Industry and Engineering
  
  Volume: - Pages: 26-30
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] Momentum-Space Renormalization Group Transformation in Bayesian Image Modeling by Gaussian Graphical Model2018
- Author(s)
  Kazuyuki Tanaka, Masamichi Nakamura, Shun Kataoka, Masayuki Ohzeki, and Muneki Yasuda
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 87 Issue: 8 Pages: 1-2
- DOI
  10.7566/jpsj.87.085001
- NAID
  210000134931
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K11459, KAKENHI-PROJECT-16H04382, KAKENHI-PROJECT-18H03303
[Journal Article] Detecting Human-Interaction Networks Based on Statistical Machine Learning and Sparse Modeling2018
- Author(s)
  Muneki Yasuda, Yoshitaka Mikuni, Yuuki Yokoyama, Tomochika Harada, Atsushi Tanaka, and Michio Yokoyama
- Journal Title
  
  Proceedings of the 2018 International Symposium on Nonlinear Theory and its Applications
  
  Volume: - Pages: 34-37
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] Learning Algorithm of Boltzmann Machine Based on Spatial Monte Carlo Integration Method2018
- Author(s)
  Yasuda Muneki
- Journal Title
  
  Algorithms
  
  Volume: 11 Issue: 4 Pages: 42-42
- DOI
  10.3390/a11040042
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15H03699
[Journal Article] The Multiple Beacon System for Detection of the Gathering Degree of People in a Certain Place2018
- Author(s)
  Tomochika Harada, Michio Yokoyama, Muneki Yasuda, and Atsushi Tanaka
- Journal Title
  
  Proceedings of the 2018 International Symposium on Nonlinear Theory and its Applications
  
  Volume: - Pages: 31-33
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K11459
[Journal Article] A fast test method for noise robustness of deep neural networks2017
- Author(s)
  Muneki Yasuda, Hironori Sakata, Seung-Il Cho, Tomochika Harada
- Journal Title
  
  Proceedings of the 2017 International Symposium on Nonlinear Theory and its Applications (NOLTA2017)
  
  Volume: なし Pages: 46-49
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K00330
[Journal Article] Evaluation of Sleep Quality Based on Environmental and Vital Sensor Signals using Big Data Analysis and Deep Learning2017
- Author(s)
  Minami Tsuchiya, Atsushi Tanaka, Muneki Yasuda, Tomochika Harada and Michio Yokoyama
- Journal Title
  
  Proceedings of the 2017 International Symposium on Nonlinear Theory and its Applications (NOLTA2017)
  
  Volume: なし Pages: 38-41
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K00330
[Journal Article] Solving Non-parametric Inverse Problem in Continuous Markov Random Field using Loopy Belief Propagation2017
- Author(s)
  Muneki Yasuda and Shun Kataoka
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 86 Issue: 8 Pages: 084806-084806
- DOI
  10.7566/jpsj.86.084806
- NAID
  40021286383
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K00330, KAKENHI-PROJECT-15K20870
[Journal Article] Estimation System of Blood Pressure Variation with Photo-Plethysmograph Signals using Neural Network2017
- Author(s)
  Seung-Il Cho, Takumi Negishi, Muneki Yasuda and Michio Yokoyama
- Journal Title
  
  Proceedings of the 30th International Conference on Computer Applications in Industry and Engineering (CAINE2017)
  
  Volume: なし Pages: 155-160
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K00330
[Journal Article] Multiple Sensor Data Acquisition System using Commonly Available Sensor Devices for Sleep and Car Conditions2017
- Author(s)
  Tomochika Harada, Michio Yokoyama, Seung-Il Cho, Atsushi Tanaka, and Muneki Yasuda
- Journal Title
  
  Proceedings of the 2017 International Symposium on Nonlinear Theory and its Applications (NOLTA2017)
  
  Volume: なし Pages: 50-53
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K00330
[Journal Article] Analysis of Social Networks and its Evaluation using Big Data Analyzing Technique2017
- Author(s)
  Atsushi Tanaka, Seung-Il Cho, Muneki Yasuda, Tomochika Harada and Michio Yokoyama
- Journal Title
  
  Proceedings of the 2017 International Symposium on Nonlinear Theory and its Applications (NOLTA2017)
  
  Volume: なし Pages: 54-57
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K00330
[Journal Article] Relationship between PreTraining and Maximum Likelihood Estimation in Deep Boltzmann Machines2016
- Author(s)
  Muneki Yasuda
- Journal Title
  
  Proceedings of the 19th International Conference on Artificial Intelligence and Statistics
  
  Volume: 2016 Pages: 582-590
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15K00330
[Journal Article] Mean-Field Inference in Gaussian Restricted Boltzmann Machine2016
- Author(s)
  Chako Takahashi and Muneki Yasuda
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 85 Issue: 3 Pages: 034001-034001
- DOI
  10.7566/jpsj.85.034001
- NAID
  40020761351
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15K00330, KAKENHI-PROJECT-15H03699
[Journal Article] Community Detection Algorithm Combining Stochastic Block Model and Attribute Data Clustering2016
- Author(s)
  Shun Kataoka, Takuto Kobayashi, Muneki Yasuda, Kazuyuki Tanaka
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 85 Issue: 11 Pages: 1-10
- DOI
  10.7566/jpsj.85.114802
- NAID
  40020994946
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25280089, KAKENHI-PROJECT-15K00330, KAKENHI-PROJECT-15K20870
[Journal Article] Boltzmann-machine learning of prior distributions of binarized natural images2016
- Author(s)
  Tomoyuki Obuchi, Hirokazu Koma, Muneki Yasuda
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 85 Issue: 11 Pages: 1-17
- DOI
  10.7566/jpsj.85.114803
- NAID
  40020994962
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PLANNED-25120013, KAKENHI-PROJECT-26870185, KAKENHI-PROJECT-15K00330
[Journal Article] Perturbative Interpretation of Adaptive Thouless-Anderson-Palmer Free Energy2016
- Author(s)
  Muneki Yasuda, Chako Takahashi, Kazuyuki Tanaka
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 85 Issue: 7 Pages: 1-2
- DOI
  10.7566/jpsj.85.075001
- NAID
  210000134023
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25280089, KAKENHI-PROJECT-15K00330
[Journal Article] Inverse Renormalization Group Transformation in Bayesian Image Segmentations2015
- Author(s)
  Kazuyuki Tanaka, Shun Kataoka, Muneki Yasuda and Masayuki Ohzeki
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 84 Issue: 4 Pages: 04001-04001
- DOI
  10.7566/jpsj.84.045001
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-13J07259, KAKENHI-PROJECT-24700220, KAKENHI-PROJECT-24740263, KAKENHI-PROJECT-25280089
[Journal Article] Belief Propagation Algorithm for Portfolio Optimization Problems2015
- Author(s)
  Takashi Shinzato and Muneki Yasuda
- Journal Title
  
  PLoS ONE
  
  Volume: 10
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K00330
[Journal Article] Bayesian Reconstruction of Missing Observations2015
- Author(s)
  Shun Kataoka, Muneki Yasuda and Kazuyuki Tanaka
- Journal Title
  
  IIS
  
  Volume: 21 Issue: 1 Pages: 11-23
- DOI
  10.4036/iis.2015.11
- NAID
  110009890451
- ISSN
  1340-9050, 1347-6157
- Language
  English
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-13J07259, KAKENHI-PROJECT-24700220, KAKENHI-PROJECT-25280089
[Journal Article] Statistical analysis of loopy belief propagation in random fields2015
- Author(s)
  Muneki Yasuda, Shun Kataoka and Kazuyuki Tanaka
- Journal Title
  
  Physical Review E
  
  Volume: 92 Issue: 4 Pages: 1-15
- DOI
  10.1103/physreve.92.042120
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15K00330, KAKENHI-PROJECT-15K20870, KAKENHI-PROJECT-15H03699, KAKENHI-PROJECT-25280089
[Journal Article] Belief Propagation Algorithm for Portfolio Optimization Problems2015
- Author(s)
  T. Shinzato and M. Yasuda
- Journal Title
  
  Public Library of Science One
  
  Volume: 10 Issue: 8 Pages: e0134968-e0134968
- DOI
  10.1371/journal.pone.0134968
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-15K20999, KAKENHI-PROJECT-15H03699
[Journal Article] Monte Carlo Integration Using Spatial Structure of Markov Random Field2015
- Author(s)
  Muneki Yasuda
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 84 Issue: 3 Pages: 034001-034001
- DOI
  10.7566/jpsj.84.034001
- NAID
  40020394853
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-24700220
[Journal Article] Bayesian image segmentations by Potts prior and loopy belief propagation2014
- Author(s)
  Kazuyuki Tanaka, Shun Kataoka, Muneki Yasuda, Yuji Waizumi and Chiou-Ting Hsu
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 83 Issue: 12 Pages: 124002-124002
- DOI
  10.7566/jpsj.83.124002
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-13J07259, KAKENHI-PROJECT-24700220, KAKENHI-PROJECT-25280089, KAKENHI-PROJECT-26540124
[Journal Article] Community Detection based on Markov Random Field using Node Attributes2014
- Author(s)
  Shun Kataoka, Takuto Kobayashi, Muneki Yasuda, Kazuyuki Tanaka
- Journal Title
  
  Proceedings of 2014 International Conference on Computational Intelligence for Modelling, Control & Automation
  
  Volume: 1 Pages: 38-43
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25280089
[Journal Article] Traffic data reconstruction based on Markov random field modeling2014
- Author(s)
  Shun Kataoka, Muneki Yasuda, Cyril Furtlehner, Kazuyuki Tanaka
- Journal Title
  
  Inverse Problems
  
  Volume: 30 Issue: 2 Pages: 1-14
- DOI
  10.1088/0266-5611/30/2/025003
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-13J07259, KAKENHI-PROJECT-24650115, KAKENHI-PROJECT-24700220, KAKENHI-PROJECT-25280089
[Journal Article] Community Detection based on Markov Random Field using Node Attributes2014
- Author(s)
  Shun Kataoka, Takuto Kobayashi, Muneki Yasuda and Kazuyuki Tanaka
- Journal Title
  
  Proceedings of 2014 International Conference on Computational Intelligence for Modelling, Control & Automation (CIMCA2014)
  
  Volume: 1 Pages: 38-43
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-24700220
[Journal Article] Effective Mean-Field Inference Method for Nonnegative Boltzmann Machines2014
- Author(s)
  Muneki Yasuda
- Journal Title
  
  Proceedings of 22nd International Conference on Pattern Recognition (ICPR2014)
  
  Volume: 2014 Pages: 3600-3605
- DOI
  10.1109/icpr.2014.619
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-24700220
[Journal Article] 確率的グラフィカルモデル　―ベイジアンネットワークとその周辺―2013
- Author(s)
  安田宗樹，片岡駿，田中和之
- Journal Title
  
  日本オペレーションズ・リサーチ学会機関誌「オペレーションズ・リサーチ」
  
  Volume: Vol.58, No.4 Pages: 191-197
- NAID
  110009594939
- Data Source
  KAKENHI-PROJECT-24650115
[Journal Article] A Generalization of Improved Susceptibility Propagation2013
- Author(s)
  Muneki Yasuda
- Journal Title
  
  Journal of Physics: Conference Series
  
  Volume: 473 Pages: 1-16
- DOI
  10.1088/1742-6596/473/1/012006
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24700220, KAKENHI-PROJECT-25280089
[Journal Article] 確率的グラフィカルモデル―ベイジアンネットワークとその周辺―2013
- Author(s)
  安田宗樹, 片岡駿, 田中和之
- Journal Title
  
  日本オペレーションズ・リサーチズ学会機関誌「オペレーションズ・リサーチ」2013年4月号特集「グラフと確率・統計モデル」
  
  Volume: Vol.58, No.4 Pages: 191-197
- NAID
  110009594939
- URL
  http://ci.nii.ac.jp/naid/110009594939
- Data Source
  KAKENHI-PROJECT-24650115
[Journal Article] Mean Field Approximation for Fields of Experts2013
- Author(s)
  Muneki Yasuda and Kazuyuki Tanaka
- Journal Title
  
  IIS
  
  Volume: 19 Issue: 1 Pages: 113-119
- DOI
  10.4036/iis.2013.113
- NAID
  110009795602
- ISSN
  1340-9050, 1347-6157
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24700220
[Journal Article] Susceptibility Propagation by Using Diagonal Consistency2013
- Author(s)
  Muneki Yasuda and Kazuyuki Tanaka
- Journal Title
  
  Physical Review E
  
  Volume: Vol.87, No.1, Article No.012134 Issue: 1 Pages: 1-6
- DOI
  10.1103/physreve.87.012134
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22300078, KAKENHI-PROJECT-24650115, KAKENHI-PROJECT-24700220
[Journal Article] TAP Equation for Nonnegative Boltzmann Machine2012
- Author(s)
  Muneki Yasuda and Kazuyuki Tanaka
- Journal Title
  
  Philosophical Magazine
  
  Volume: Vol.92, Nos. 1-3 Pages: 192-209
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21700247
[Journal Article] Replica Plefka expansion of Ising systems2012
- Author(s)
  Muneki Yasuda, Yoshiyuki Kabashima and Kazuyuki Tanaka
- Journal Title
  
  Journal of Statistical Mechanics
  
  Volume: (2012) Issue: 04 Pages: 1-16
- DOI
  10.1088/1742-5468/2012/04/p04002
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22300003, KAKENHI-PROJECT-22300078, KAKENHI-PROJECT-22300098, KAKENHI-PROJECT-24650115
[Journal Article] Replica Plefka Expansion of Ising systems2012
- Author(s)
  Muneki Yasuda, Yoshiyuki Kabashima and Kazuyuki Tanaka
- Journal Title
  
  Journal of Statistical Mechanics : Theory and Experiment
  
  Pages: 4002-4002
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21700247
[Journal Article] Inverse Problem in Pairwise Markov Random Fields using Loopy Belief Propagation2012
- Author(s)
  Muneki Yasuda, Shun Kataoka, Kazuyuki Tanaka
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 81 Issue: 4 Pages: 1-8
- DOI
  10.1143/jpsj.81.044801
- NAID
  40019224431
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21700247, KAKENHI-PROJECT-22300078, KAKENHI-PROJECT-24650115
[Journal Article] Statistical analysis of the expectation-maximization algorithm with loopy belief propagation in Bayesian image modeling2012
- Author(s)
  Shun Kataoka, Muneki Yasuda, Kazuyuki Tanaka, D.M.Titterington
- Journal Title
  
  Philosophical Magazine
  
  Volume: 92 Issue: 1-3 Pages: 50-63
- DOI
  10.1080/14786435.2011.624558
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21700247, KAKENHI-PROJECT-22300078
[Journal Article] TAP Equation for Nonnegative Boltzmann Machine2012
- Author(s)
  Muneki Yasuda, Kazuyuki Tanaka
- Journal Title
  
  Philosophical Magazine
  
  Volume: 92 Pages: 192-209
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21700247
[Journal Article] Bayesian Image Modeling by Means of Generalized Sparse Prior and Loopy Belief Propagation2012
- Author(s)
  Kazuyuki Tanaka, Muneki Yasuda and D. Michael Titterington
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: Vol.81, No.11, Article No.114802 Pages: 1-9
- NAID
  40019484799
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24650115
[Journal Article] 項目間の相関を考慮した項目応答理論2012
- Author(s)
  安田宗樹, 田中和之
- Journal Title
  
  電子情報通信学会技術研究報告(NC2011-187)
  
  Volume: 111 Pages: 387-391
- NAID
  110009546343
- Data Source
  KAKENHI-PROJECT-21700247
[Journal Article] 2部グラフ型ボルツマンマシンに対する複合最尤法2012
- Author(s)
  浅利岳, 安田宗樹, 和泉勇治, 田中和之
- Journal Title
  
  電子情報通信学会技術研究報告
  
  Volume: Vol.112, No.298 Pages: 39-44
- NAID
  110009642382
- URL
  http://www.ieice.org/ken/paper/20121117N0yp/,http://www.ieice.org/ken/paper/20120921k0w7/
- Data Source
  KAKENHI-PROJECT-24650115
[Journal Article] Inverse Problem in Pairwise Markov Random Fields using Loopy Belief Propagation2012
- Author(s)
  Muneki Yasuda, Shun Kataoka and Kazuyuki Tanaka
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: Vol.81, No.4 Pages: 44801-44801
- NAID
  40019224431
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21700247
[Journal Article] Bayesian ImageModeling by Means of GeneralizedSparse Prior and Loopy Belief Propagation2012
- Author(s)
  Kazuyuki Tanaka, Muneki Yasuda and D.Michael Titterington
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: Vol.81, No.11, Article No.114802 Issue: 11 Pages: 1-9
- DOI
  10.1143/jpsj.81.114802
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22300078, KAKENHI-PROJECT-24650115, KAKENHI-PROJECT-24700220
[Journal Article] Learning Algorithm for Boltzmann Machines Using Max-Product Algorithm and Pseudo-Likelihood2012
- Author(s)
  Muneki Yasuda, Junya Tannai and Kazuyuki Tanaka
- Journal Title
  
  IIS
  
  Volume: 18 Issue: 1 Pages: 55-63
- DOI
  10.4036/iis.2012.55
- NAID
  130002531670
- ISSN
  1340-9050, 1347-6157
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-22300078, KAKENHI-PROJECT-24650115, KAKENHI-PROJECT-24700220
[Journal Article] Replica Plefka Expansion of Ising systems2012
- Author(s)
  Muneki Yasuda, Yoshiyuki Kabashima, Kazuyuki Tanaka
- Journal Title
  
  Journal of Statistical Mechanics : Theory and Experiment
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21700247
[Journal Article] Pseudo Temperature of Observed Data2012
- Author(s)
  Muneki Yasuda
- Journal Title
  
  IIS
  
  Volume: 18 Issue: 2 Pages: 185-188
- DOI
  10.4036/iis.2012.185
- NAID
  130002531679
- ISSN
  1340-9050, 1347-6157
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24700220
[Journal Article] Statistical analysis of Gaussian image inpainting problems2012
- Author(s)
  Shun Kataoka, Muneki Yasuda, Kazuyuki Tanaka
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 81 Issue: 2 Pages: 1-2
- DOI
  10.1143/jpsj.81.025001
- NAID
  210000109417
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21700247, KAKENHI-PROJECT-22300078
[Journal Article] Learning Algorithm in Restricted Boltzmann Machines using Kullback-Leibler Importance Estimation Procedure2011
- Author(s)
  Muneki Yasuda, Tetsuharu Sakurai, Kazuyuki Tanaka
- Journal Title
  
  Nonlinear Theory and Its Applications (NOLTA), IEICE
  
  Volume: 2 Pages: 153-164
- NAID
  130000903451
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21700247
[Journal Article] Statistical Performance Analysis in Probabilistic Image Processing2010
- Author(s)
  Shun Kataoka, Muneki Yasuda, Kazuyuki Tanaka
- Journal Title
  
  Journal of the Physical Society of Japan No.025001
  
  Pages: 1-2
- NAID
  210000108222
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18079002
[Journal Article] Deterministic Approximate Learning Algorithm for Boltzmann Machines using Correlation Equality2010
- Author(s)
  Muneki Yasuda and Kazuyuki Tanaka
- Journal Title
  
  IEICE Transactions (D)
  
  Volume: Vol.J93-D, No.11 Pages: 2446-2453
- NAID
  110007880367
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21700247
[Journal Article] Statistical Performance Analysis in Probabilistic Image Processing2010
- Author(s)
  Shun Kataoka, Muneki Yasuda, Kazuyuki Tanaka
- Journal Title
  
  Journal of the Physical Society of Japan 79
- NAID
  210000108222
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18079002
[Journal Article] Approximate Learning Algorithm in Boltzmann Machines2009
- Author(s)
  Muneki Yasuda, Kazuyuki Tanaka
- Journal Title
  
  Neural Computation 21
  
  Pages: 301-308
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21700247
[Journal Article] Statistical Performance Analysis in Probabilistic Image Processing2009
- Author(s)
  Shun Kataoka, Muneki Yasuda, Kazuyuki Tanaka
- Journal Title
  
  Journal of the Physical Society of Japan 79
- NAID
  210000108222
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21700247
[Journal Article] Approximate Learning Algorithm in Boltzmann Machines2009
- Author(s)
  Muneki Yasuda, Kazuyuki Tanaka
- Journal Title
  
  Neural Computation 21
  
  Pages: 3130-3178
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18079002
[Journal Article] Approximate Learning Algorithm in Boltzmann Machines2009
- Author(s)
  Muneki Yasuda, Kazuyuki Tanaka
- Journal Title
  
  Neural Computation Vol.21,No.11
  
  Pages: 3130-3178
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18079002
[Journal Article] 確率的画像処理フィルタ2009
- Author(s)
  安田宗樹, 田中和之
- Journal Title
  
  システム/制御/情報 Vol.53,No.8
  
  Pages: 56-57
- Data Source
  KAKENHI-PROJECT-18079002
[Journal Article] Approximate Learning Algorithm in Boltzmann Machines2009
- Author(s)
  Muneki Yasuda and Kazuyuki Tanaka
- Journal Title
  
  Neural Computation
  
  Volume: Vol.21, No.11 Pages: 3130-3178
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21700247
[Journal Article] ビリーフプロパゲーション法を用いたボルツマンマシンの学習アルゴリズム2009
- Author(s)
  丹内隼也, 安田宗樹, 田中和之
- Journal Title
  
  電子情報通信学会技術研究報告 108
  
  Pages: 243-248
- NAID
  110007324961
- Data Source
  KAKENHI-PROJECT-18079002
[Journal Article] The Mathematical Structure of the Approximate Linear Response Relation2007
- Author(s)
  Muneki Yasuda and Kazuyuki Tanaka
- Journal Title
  
  Journal of Physics A: Mathematical and Theoretical 40
  
  Pages: 9993-10007
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18079002
[Journal Article] Boltzma nn Machines with Bounded Continuous Random Variables2007
- Author(s)
  Muneki Yasuda, Kazuyuki Tanaka
- Journal Title
  
  Interdisciplinary Information Sciences Vol.13,No.1
  
  Pages: 25-31
- NAID
  110006271973
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18079002
[Journal Article] The Mathematical Structure of the Approximate Linear Response Relation2007
- Author(s)
  Muneki Yasuda and Kazuyuki Tanaka
- Journal Title
  
  Journal of Physics A : Mathematical and Theoretical Vol.40, No.33
  
  Pages: 9993-10007
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18079002
[Journal Article] The Mathematical Structure of the Approximate Linear Response Relation2007
- Author(s)
  Muneki Yasuda, Kazuyuki Tanaka
- Journal Title
  
  Journal of Physics A: Mathematical and Theoretical Vol.40,No.33
  
  Pages: 9993-10007
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18079002
[Journal Article] Relatio nship between Plefka's Expansion and Cluster Variation Method2006
- Author(s)
  Muneki Yasuda, Kazuyuki Tanaka
- Journal Title
  
  Journal of the Physical Society of Japan Vol.75,No.8
  
  Pages: 1-8
- NAID
  110004799204
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18079002
[Journal Article] Relationship between Plefka's Expansion and Cluster Variation Method2006
- Author(s)
  Muneki Yasuda, Kazuyuki Tanaka
- Journal Title
  
  Journal of the Physical Society of Japan 75・8
- NAID
  110004799204
- Data Source
  KAKENHI-PROJECT-18079002
[Journal Article] ガウシアングラフィカルモデルを用いた画像補修アルゴリズム2006
- Author(s)
  安田宗樹, 大久保潤, 田中和之
- Journal Title
  
  情報科学技術レターズ 5
  
  Pages: 225-228
- Data Source
  KAKENHI-PROJECT-18079002
[Journal Article] Relationship between Plefka's Expansion and Cluster Variation Method2006
- Author(s)
  Muneki Yasuda and Kazuyuki Tanaka
- Journal Title
  
  Journal of the Physical Society of Japan Vol.75, No.8
  
  Pages: 1-8
- NAID
  110004799204
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18079002
[Journal Article] ガウシアングラフィカルモデルを用いた画像補修アルゴリズム2006
- Author(s)
  安田宗樹, 大久保潤, 田中和之
- Journal Title
  
  情報科学技術レターズ vol.5
  
  Pages: 225-228
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18079002
[Journal Article] Replica Analysis of a Preferential Urn Model2006
- Author(s)
  Jun Ohkubo, Muneki yasuda, Kazu yuki Tanaka
- Journal Title
  
  Journal of the Physical Society of Japan Vol.75,No.7
  
  Pages: 1-6
- NAID
  110004777998
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] 多層構造学習モデルの中間層に対する情報理論的分析2024
- Author(s)
  栗林諒，安田宗樹
- Organizer
  情報処理学会東北支部研究会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 深層ボルツマンマシン分類器に対する高性能学習法2024
- Author(s)
  石沢怜，安田宗樹
- Organizer
  情報処理学会東北支部研究会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] ベイジアンネットワーク型診断システムに対する高効率学習法2024
- Author(s)
  高橋隼汰，安田宗樹
- Organizer
  情報処理学会第86回全国大会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] KLIEPを用いた相対密度比推定2024
- Author(s)
  浦田光佑，安田宗樹
- Organizer
  情報処理学会東北支部研究会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 異なるノイズ分散をもつ複数劣化画像からの画像修復2024
- Author(s)
  佐藤憧，安田宗樹
- Organizer
  情報処理学会東北支部研究会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 悪環境下における機械学習2024
- Author(s)
  安田宗樹
- Organizer
  2023年度太陽研連シンポジウム
- Invited
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 制限ボルツマンマシンとt-SNEを用いた特徴抽出器2024
- Author(s)
  松川岬矢，安田宗樹
- Organizer
  情報処理学会東北支部研究会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] V正則化型相互作用をもつマルコフ確率場モデルの提案2024
- Author(s)
  芳賀友紀，関本快士，安田宗樹
- Organizer
  情報処理学会第86回全国大会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 階層ベイズ学習に基づく組み合わせ最適化問題の統計的分析2024
- Author(s)
  石岡龍佑，関本快士，安田宗樹
- Organizer
  情報処理学会第86回全国大会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] ハフ変換とグラフィカルモデルを用いた車線推定2024
- Author(s)
  渡部直生，酒井佳奈子，土谷千加夫，安田宗樹
- Organizer
  情報処理学会第86回全国大会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 学習済みBERTクラス分類器からのクラス間相関構造の抽出2023
- Author(s)
  高橋良介，安田宗樹
- Organizer
  情報処理学会東北支部研究会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 制限ボルツマンマシンを用いた特徴量抽出と特徴重要度分析2023
- Author(s)
  熊中仁，安田宗樹
- Organizer
  情報処理学会東北支部研究会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 制限ボルツマンマシンを用いた欠損のあるデータ集合の学習2023
- Author(s)
  関本快士，安田宗樹
- Organizer
  情報処理学会第85回全国大会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] Quasi-Free Energy Evaluation of Restricted Boltzmann Machine for Anomaly Detection2023
- Author(s)
  Kaiji Sekimoto, Chako Takahashi, Muneki Yasuda
- Organizer
  The 2023 International Symposium on Nonlinear Theory and its Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] New Learning Algorithm of Gaussian-Bernoulli Restricted Boltzmann Machine and its Application in Feature Extraction2023
- Author(s)
  Muneki Yasuda, Zhongren Xiong
- Organizer
  The 2023 International Symposium on Nonlinear Theory and its Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 多次元混合ガウス分布を用いたTwitterユーザ集団の偏り測定2023
- Author(s)
  高橋茶子，吉田光男，安田宗樹
- Organizer
  人工知能学会第37回全国大会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 経験ベイズ法の統計力学的解析の一般化と性能検証2023
- Author(s)
  高橋隼汰，安田宗樹
- Organizer
  情報処理学会第85回全国大会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 最適化問題における統計的揺らぎの分析2023
- Author(s)
  石岡龍佑，安田宗樹
- Organizer
  情報処理学会第85回全国大会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 一般化最小二乗法による合成空間モンテカルロ積分法2022
- Author(s)
  関本快士，安田宗樹
- Organizer
  情報処理学会第84回全国大会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 制限ボルツマンマシンに対する統計力学的解析と学習への応用2022
- Author(s)
  前野陵介，安田宗樹
- Organizer
  日本物理学会第77回年次大会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] Discriminative Restricted Boltzmann Machine with Adapted-Sparse Hidden Layer2022
- Author(s)
  Muneki Yasuda、Tomu Katsumata
- Organizer
  The 2022 International Symposium on Nonlinear Theory and its Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] Cost Sensitive 学習に対する重み付きバッチ正規化と重み付き入力正規化2022
- Author(s)
  楊顕恩，安田宗樹
- Organizer
  情報処理学会第84回全国大会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 制限ボルツマンマシンを用いたデータ前処理2022
- Author(s)
  田中佑典，安田宗樹
- Organizer
  情報処理学会東北支部研究会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 階層ガウス型マルコフ確率場を用いた画像補修2022
- Author(s)
  池谷真弥，安田宗樹
- Organizer
  情報処理学会東北支部研究会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 一般化最小二乗法による合成空間モンテカルロ積分法2022
- Author(s)
  関本快士，安田宗樹
- Organizer
  日本物理学会第77回年次大会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 階層型ガウシアンマルコフ確率場を用いた画像ノイズ除去2022
- Author(s)
  門馬維紀，安田宗樹
- Organizer
  情報処理学会第84回全国大会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] マルコフ確率場を用いたパンデミック・リスク予測2022
- Author(s)
  大高郁斗，安田宗樹
- Organizer
  情報処理学会東北支部研究会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] 損失関数を基礎とした事前分布をもつベイジアンニューラルネットワーク2022
- Author(s)
  葛原優樹，浦田光佑，安田宗樹
- Organizer
  情報処理学会第84回全国大会
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] Spatial Monte Carlo Integration for Learning Restricted Boltzmann Machine2022
- Author(s)
  Kaiji Sekimoto、Muneki Yasuda
- Organizer
  The 2022 International Symposium on Nonlinear Theory and its Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K11778
[Presentation] Multi-layered Discriminative Restricted Boltzmann Machine with Untrained Probabilistic Layer2021
- Author(s)
  Yuri Kanno and Muneki Yasuda
- Organizer
  The 25th International Conference on Pattern Recognition
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] 深層ボルツマンマシンにおける学習アルゴリズムの改良2021
- Author(s)
  勝亦利宗，安田宗樹
- Organizer
  情報処理学会第83回全国大会
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] 空間モンテカルロ積分法と焼なまし重点サンプリングを組み合わせた高性能サンプリング近似法2021
- Author(s)
  関本快士，安田宗樹
- Organizer
  情報処理学会第83回全国大会
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] 不均衡回帰問題に対する重み付きバッチ正規化法の検証2021
- Author(s)
  楊顕恩，安田宗樹
- Organizer
  情報処理学会第83回全国大会
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] ノイズの相関構造を考慮した確率的画像処理2021
- Author(s)
  矯徳慧，安田宗樹
- Organizer
  情報処理学会東北支部研究会
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] 深層ボルツマンマシンに対する統計力学的解析2021
- Author(s)
  前野陵介，安田宗樹
- Organizer
  日本物理学会第76回年次大会
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] 非学習型確率層により多層化された制限ボルツマンマシン分類器の性能の検討2021
- Author(s)
  菅野友理，安田宗樹
- Organizer
  情報処理学会第83回全国大会
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] 眠りSCANを用いた寝姿勢推定システムの構築2021
- Author(s)
  葛原優樹，近藤栄太郎，豊田彩織，椎野俊秀，木暮貴政，安田宗樹
- Organizer
  情報処理学会第83回全国大会
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] マルコフ確率場と非局所パッチ法を組み合わせた画像補修アルゴリズム2021
- Author(s)
  門馬維紀，安田宗樹
- Organizer
  情報処理学会第83回全国大会
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] Effective Fine-Tuning Algorithm for Deep Boltzmann Machine2020
- Author(s)
  Tomu Katsumata and Muneki Yasuda
- Organizer
  The 2020 International Symposium on Nonlinear Theory and its Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] ボルツマンマシンのグラフマイニングへの応用2020
- Author(s)
  安田宗樹
- Organizer
  電子情報通信学会総合大会
- Invited
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] Study on the Correlation Between the Subjective Satisfaction of Sleep and Phase of a 90-Minute Periodic Signal2020
- Author(s)
  Seung-Il Cho, Minami Tsuchiya, Atsushi Tanaka, Muneki Yasuda, Tomochika Harada, and Michio Yokoyama
- Organizer
  The 2020 International Symposium on Nonlinear Theory and its Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] 経験ベイズ法を用いた連続値ボルツマンマシンのハイパーパラメータ推定2020
- Author(s)
  加藤航太，安田宗樹
- Organizer
  情報処理学会第８２回全国大会
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] ニューラルネットワーク上の入出力逆問題と相互情報量の解析2020
- Author(s)
  千田翼，安田宗樹
- Organizer
  情報処理学会第８２回全国大会
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] 確率的極端学習機械による制限ボルツマンマシン分類器の多層化2020
- Author(s)
  菅野友理，安田宗樹
- Organizer
  情報処理学会第８２回全国大会
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] スパース中間層を持つ制限ボルツマンマシン分類器2020
- Author(s)
  勝亦利宗，安田宗樹
- Organizer
  情報処理学会第８２回全国大会
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] レプリカ法を用いたボルツマンマシンに対する経験ベイズ推定2019
- Author(s)
  安田宗樹，小渕智之
- Organizer
  日本物理学会第74回年次大会
- Data Source
  KAKENHI-PROJECT-15H03699
[Presentation] Overcoming Chasm Phenomena in Diffusion on Cookpad Community2019
- Author(s)
  Atsushi Tanaka, Shin Nagasawa, Muneki Yasuda, Tomochika Harada, and Michio Yokoyama
- Organizer
  2019 International Symposium on Nonlinear Theory and its Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] レプリカ法を用いたボルツマンマシンに対する経験ベイズ推定2019
- Author(s)
  安田宗樹，小渕智之
- Organizer
  日本物理学会第74回年次大会
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] Empirical Bayes method for Boltzmann machines2019
- Author(s)
  Muneki Yasuda
- Organizer
  Workshop on Statistical Physics of Disordered Systems and Its Applications
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] A Study on the Relation Between the Estimated Sleep Satisfaction Levels Using Multiple Regression Analysis and Autonomic Nervous System2019
- Author(s)
  Seung-Il Cho, Minami Tsuchiya, Atsushi Tanaka, Muneki Yasuda, Tomochika Harada, and Michio Yokoyama
- Organizer
  2019 International Symposium on Nonlinear Theory and its Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] ディープラーニングの基礎の考え方と実践のコツ～最新の人工知能技術の本質と実践法を理解する～2019
- Author(s)
  安田宗樹
- Organizer
  株式会社R&D支援センターセミナー
- Invited
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] Linear-Time Algorithm in Bayesian Image Denoising based on Gaussian Markov Random Field2019
- Author(s)
  Muneki Yasuda
- Organizer
  International Workshop on Innovative Algorithms for Big Data
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] 確率的グラフィカルモデルの基礎とその応用～データ生成モデル、データマイニング、そして、人工知能への応用～2019
- Author(s)
  安田宗樹
- Organizer
  株式会社トリケップスセミナー
- Invited
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] Improvement of Batch Normalization in Imbalanced Data2019
- Author(s)
  Muneki Yasuda and Seishirou Ueno
- Organizer
  2019 International Symposium on Nonlinear Theory and its Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] 適応 Thouless-Anderson-Palmer 近似による勾配法を用いた制限ボルツマンマシンの学習2018
- Author(s)
  高橋茶子，安田宗樹，田中和之
- Organizer
  第21回情報論的学習理論ワークショップ (IBIS2018)
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] 統計的機械学習2018
- Author(s)
  安田宗樹
- Organizer
  第37回日本医用画像工学会大会
- Invited
- Data Source
  KAKENHI-PROJECT-15H03699
[Presentation] Community Analysis of Social Networks Based on Network Indexes2018
- Author(s)
  Atsushi Tanaka, Seung-Il Cho, Muneki Yasuda, Tomochika Harada, and Michio Yokoyama
- Organizer
  The 2018 International Symposium on Nonlinear Theory and its Applications (NOLTA2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] Estimation of Correlation between Multiple Parameters and Sleep Satisfaction Using Deep Neural Network for Pleasant Sleeping Support System2018
- Author(s)
  S. Cho, M. Yasuda, M. Tsuchiya, T. Harada, A. Tanaka, and Michio Yokoyama
- Organizer
  31th International Conference on Computer Applications in Industry and Engineering (CAINE2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03699
[Presentation] 確率的グラフィカルモデルの基礎とその応用2018
- Author(s)
  安田宗樹
- Organizer
  株式会社日本テクノセンターセミナー
- Invited
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] Estimation System of Blood Pressure Variation Using Multiple Regression Analysis and Neural Network2018
- Author(s)
  Seung-Il Cho, Minami Tsuchiya, Muneki Yasuda and Michio Yokoyama
- Organizer
  The International Conference on Advances in Next Generation Computer and Information Technology V (NGCIT2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] 人と機械のデータサイエンス2018
- Author(s)
  安田宗樹
- Organizer
  第54回日本眼光学学会総会
- Invited
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] Estimation of Awaking Time Using a Deep Neural Network with Physiological Data During Sleep2018
- Author(s)
  M. Tsuchiya, A. Tanaka, M. Yasuda, T. Harada, S. Cho, and M. Yokoyama
- Organizer
  International Symposium on Nonlinear Theory and its Applications (NOLTA2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03699
[Presentation] The Multiple Beacon System for Detection of the Gathering Degree of People in a Certain Place2018
- Author(s)
  Tomochika Harada, Michio Yokoyama, Muneki Yasuda, and Atsushi Tanaka
- Organizer
  The 2018 International Symposium on Nonlinear Theory and its Applications (NOLTA2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] Estimation of Awaking Time Using a Deep Neural Network with Physiological Data During Sleep2018
- Author(s)
  Minami Tsuchiya, Atsushi Tanaka, Muneki Yasuda, Tomochika Harada, Seung-Il Cho, and Michio Yokoyama
- Organizer
  The 2018 International Symposium on Nonlinear Theory and its Applications (NOLTA2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] スパース化された隠れ変数を持つ制限ボルツマンマシン2018
- Author(s)
  横山悠貴，安田宗樹
- Organizer
  情報処理学会第８０回全国大会
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] The Multiple Beacon System for Detection of the Gathering Degree of People in a Certain Place2018
- Author(s)
  T. Harada, M. Yokoyama, M. Yasuda, and A. Tanaka
- Organizer
  International Symposium on Nonlinear Theory and its Applications (NOLTA2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03699
[Presentation] Detecting Human-Interaction Networks Based on Statistical Machine Learning and Sparse Modeling2018
- Author(s)
  Muneki Yasuda, Yoshitaka Mikuni, Yuuki Yokoyama, Tomochika Harada, Atsushi Tanaka, and Michio Yokoyama
- Organizer
  The 2018 International Symposium on Nonlinear Theory and its Applications (NOLTA2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] Detecting Human-Interaction Networks Based on Statistical Machine Learning and Sparse Modeling2018
- Author(s)
  M. Yasuda, Y. Mikuni, Y. Yokoyama, T. Harada, A. Tanaka, and M. Yokoyama
- Organizer
  International Symposium on Nonlinear Theory and its Applications (NOLTA2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03699
[Presentation] 人と機械のデータサイエンス2018
- Author(s)
  安田宗樹
- Organizer
  第54回日本眼光学学会総会
- Invited
- Data Source
  KAKENHI-PROJECT-15H03699
[Presentation] 統計的機械学習への発展的な平均場近似の応用2018
- Author(s)
  高橋茶子，安田宗樹
- Organizer
  第30回 RAMP シンポジウム (RAMP2018)
- Invited
- Data Source
  KAKENHI-PROJECT-15H03699
[Presentation] 誤ラベルを含むデータ集合を用いた統計的機械学習2018
- Author(s)
  鈴木美香，安田宗樹
- Organizer
  情報処理学会第８０回全国大会
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] ディープラーニングとパターン認識、最先端の人工知能へ2018
- Author(s)
  安田宗樹
- Organizer
  株式会社トリケップスセミナー
- Invited
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] Community Analysis of Social Networks Based on Network Indexes2018
- Author(s)
  A. Tanaka, S. Cho, M. Yasuda, T. Harada, and M. Yokoyama
- Organizer
  International Symposium on Nonlinear Theory and its Applications (NOLTA2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03699
[Presentation] Improved Susceptibility Propagation と Diagonal Trick Method による適応 Thouless-Anderson-Palmer 方程式の導出2018
- Author(s)
  高橋茶子，安田宗樹，田中和之
- Organizer
  情報処理学会第８０回全国大会
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] 統計的機械学習2018
- Author(s)
  安田宗樹
- Organizer
  第37回日本医用画像工学会大会
- Invited
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] Estimation System of Blood Pressure Variation Using Multiple Regression Analysis and Neural Network2018
- Author(s)
  S. Cho, M. Tsuchiya, M. Yasuda and M. Yokoyama
- Organizer
  International Conference on Advances in Next Generation Computer and Information Technology V (NGCIT2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03699
[Presentation] 確率的グラフィカルモデルの基礎と人工知能への応用2018
- Author(s)
  安田宗樹
- Organizer
  株式会社日本テクノセンターセミナー
- Invited
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] Estimation of Correlation between Multiple Parameters and Sleep Satisfaction Using Deep Neural Network for Pleasant Sleeping Support System2018
- Author(s)
  Seung-Il Cho, Muneki Yasuda, Minami Tsuchiya, Tomochika Harada, Atsushi Tanaka, and Michio Yokoyama
- Organizer
  The 31th International Conference on Computer Applications in Industry and Engineering (CAINE2018)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K11459
[Presentation] A fast test method for noise robustness of deep neural networks2017
- Author(s)
  Muneki Yasuda, Hironori Sakata, Seung-Il Cho, Tomochika Harada, Atushi Tanaka, and Michio Yokoyama
- Organizer
  the 2017 International Symposium on Nonlinear Theory and its Applications (NOLTA2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] 誤り教師データを含むデータセットを用いた統計的機械学習に関する研究2017
- Author(s)
  小堀美香，安田宗樹
- Organizer
  情報処理学会第７９回全国大会
- Place of Presentation
  名古屋大学
- Year and Date
  2017-03-16
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] ディープラーニングとパターン認識、最先端の人工知能へ2017
- Author(s)
  安田宗樹
- Organizer
  株式会社トリケップスセミナー
- Place of Presentation
  オームビル
- Invited
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] Relationship between pre-training and maximum likelihood estimation in deep Boltzmann machines2017
- Author(s)
  Muneki Yasuda
- Organizer
  Workshop on Statistical Physics of Disordered Systems and Its Applications
- Place of Presentation
  佐勘（仙台秋保）
- Year and Date
  2017-02-08
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] Multiple Sensor Data Acquisition System using Commonly Available Sensor Devices for Sleep and Car Conditions2017
- Author(s)
  Tomochika Harada, Michio Yokoyama, Seung-Il Cho, Atsushi Tanaka, and Muneki Yasuda
- Organizer
  the 2017 International Symposium on Nonlinear Theory and its Applications (NOLTA2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] 統計的機械学習理論とボルツマン機械学習2017
- Author(s)
  安田宗樹
- Organizer
  情報・データ科学との連携・融合による物性物理・量子化学の新展開
- Place of Presentation
  理化学研究所計算科学研究機構
- Year and Date
  2017-03-22
- Invited
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] Analysis of Social Networks and its Evaluation using Big Data Analyzing Technique2017
- Author(s)
  Atsushi Tanaka, Seung-Il Cho, Muneki Yasuda, Tomochika Harada and Michio Yokoyama
- Organizer
  the 2017 International Symposium on Nonlinear Theory and its Applications (NOLTA2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] Evaluation of Sleep Quality Based on Environmental and Vital Sensor Signals using Big Data Analysis and Deep Learning2017
- Author(s)
  Minami Tsuchiya, Atsushi Tanaka, Muneki Yasuda, Tomochika Harada and Michio Yokoyama
- Organizer
  the 2017 International Symposium on Nonlinear Theory and its Applications (NOLTA2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] Mean-field approach to Gaussian-Bernoulli restricted Boltzmann machine2017
- Author(s)
  Chako Takahashi and Muneki Yasuda
- Organizer
  Workshop on Statistical physics, Learning, Inference and Network
- Place of Presentation
  Les Houches Physics School （フランス）
- Year and Date
  2017-02-26
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] 深層ボルツマンマシンに対する高性能な平均場近似アルゴリズム2017
- Author(s)
  高橋茶子，安田宗樹
- Organizer
  情報処理学会第７９回全国大会
- Place of Presentation
  名古屋大学
- Year and Date
  2017-03-16
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] レプリカ法を用いたクラス分類システムのノイズ耐性検査アルゴリズム2017
- Author(s)
  安田宗樹
- Organizer
  日本物理学会 2017年秋季大会
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] パターン認識システムに対する高速なノイズ耐性検査手法2017
- Author(s)
  坂田浩規，安田宗樹
- Organizer
  情報処理学会第７９回全国大会
- Place of Presentation
  名古屋大学
- Year and Date
  2017-03-16
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] Estimation System of Blood Pressure Variation with Photo-Plethysmograph Signals using Neural Network2017
- Author(s)
  Seung-Il Cho, Takumi Negishi, Muneki Yasuda and Michio Yokoyama
- Organizer
  the 30th International Conference on Computer Applications in Industry and Engineering (CAINE2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] 多値表現の隠れ変数を持つ制限ボルツマンマシン2017
- Author(s)
  横山裕貴，安田宗樹
- Organizer
  情報処理学会第７９回全国大会
- Place of Presentation
  名古屋大学
- Year and Date
  2017-03-16
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] Effective Learning Algorithms for Boltzmann Machines2016
- Author(s)
  Muneki Yasuda
- Organizer
  Probabilistic Graphical Model Workshop: Sparsity, Structure and High-dimensionality
- Place of Presentation
  統計数理研究所、東京都立川市
- Year and Date
  2016-03-23
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03699
[Presentation] Relationship between PreTraining and Maximum Likelihood Estimation in Deep Boltzmann Machines2016
- Author(s)
  Muneki Yasuda
- Organizer
  The 19th International Conference on Artificial Intelligence and Statistics
- Place of Presentation
  Parador Hotel （スペイン）
- Year and Date
  2016-05-09
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] ディープラーニングの基礎と実践－DNNとCNNの仕組みと実践例2016
- Author(s)
  安田宗樹
- Organizer
  株式会社日本テクノセンター(JTC)セミナー
- Place of Presentation
  日本テクノセンター研修室
- Invited
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] 平均場近似を用いた Gaussian-Bernoulli restricted Boltzmann machine の推定アルゴリズム2016
- Author(s)
  高橋茶子，安田宗樹
- Organizer
  日本物理学会第７１回年次大会
- Place of Presentation
  東北学院大学
- Year and Date
  2016-03-22
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] ディープラーニングの基礎と実践－データサイエンスの今2016
- Author(s)
  安田宗樹
- Organizer
  株式会社日本テクノセンター(JTC)セミナー
- Place of Presentation
  日本テクノセンター研修室
- Year and Date
  2016-03-23
- Invited
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] 詳細釣り合いの破れを利用した確率勾配法2016
- Author(s)
  大関真之、安田宗樹、一木輝久
- Organizer
  日本物理学会第71回年次大会
- Place of Presentation
  東北学院大学、宮城県仙台市泉区
- Year and Date
  2016-03-19
- Data Source
  KAKENHI-PROJECT-15H03699
[Presentation] 確率的深層学習の基礎数理－深層ボルツマンマシンの真相に迫る－2016
- Author(s)
  安田宗樹
- Organizer
  情報数物研究会（兼　通研講演会）
- Place of Presentation
  東北大学
- Year and Date
  2016-01-25
- Invited
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] 適応 TAP 近似を用いたガウス型制限ボルツマンマシンの学習2016
- Author(s)
  高橋茶子，安田宗樹
- Organizer
  情報処理学会第７８回全国大会
- Place of Presentation
  慶応大学
- Year and Date
  2016-03-10
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] 制限ボルツマンマシン－深層学習の足場2016
- Author(s)
  安田宗樹
- Organizer
  情報数理工学セミナー
- Place of Presentation
  電気通信大学
- Invited
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] Effective Learning Algorithms for Boltzmann Machines2016
- Author(s)
  Muneki Yasuda
- Organizer
  Probabilistic Graphical Model Workshop: Sparsity, Structure and High-dimensionality
- Place of Presentation
  統計数理研究所
- Year and Date
  2016-03-24
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] Approximate techniques for Boltzmann machines2016
- Author(s)
  Muneki Yasuda
- Organizer
  The fifth International Conference on Continuous Optimization
- Place of Presentation
  National Graduate Institute for Policy Studies
- Year and Date
  2016-08-06
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] ディープラーニングとは何か？2016
- Author(s)
  安田宗樹
- Organizer
  ネットワークが創発する知能研究会
- Place of Presentation
  日本大学
- Invited
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] ディープラーニングの基礎知識－最新の人工知能のタネ明かし2016
- Author(s)
  安田宗樹
- Organizer
  株式会社情報機構セミナー
- Place of Presentation
  東京大井町きゅりあん
- Invited
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] An Effective Algorithm for Boltzmann Machine Learning2015
- Author(s)
  Muneki Yasuda
- Organizer
  International Workshop on Innovative Algorithms for Big Data
- Place of Presentation
  京都テルサ
- Year and Date
  2015-09-18
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] ディープボルツマンマシン入門2015
- Author(s)
  安田宗樹
- Organizer
  電子情報通信学会北陸支部講演会
- Place of Presentation
  金沢大学
- Year and Date
  2015-09-07
- Invited
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] An Effective Algorithm for Boltzmann Machine Learning2015
- Author(s)
  Muneki Yasuda
- Organizer
  International Workshop on Innovative Algorithms for Big Data (IABD2015)
- Place of Presentation
  Kyoto TERRSA、京都市南区
- Year and Date
  2015-09-18
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03699
[Presentation] ディープラーニングの基礎と活用のポイントおよび人工知能の最新技術2015
- Author(s)
  安田宗樹
- Organizer
  株式会社日本テクノセンター(JTC)セミナー
- Place of Presentation
  日本テクノセンター研修室
- Year and Date
  2015-07-02
- Invited
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] レプリカクラスタ変分法を用いた確率伝搬法の統計解析2015
- Author(s)
  安田宗樹, 片岡駿, 田中和之
- Organizer
  日本物理学会第70回年次大会
- Place of Presentation
  早稲田大学(東京都・新宿区)
- Year and Date
  2015-03-24
- Data Source
  KAKENHI-PROJECT-25280089
[Presentation] Gaussian-Bernoulli restricted Boltzmann machineに対する平均場近似2015
- Author(s)
  高橋茶子，安田宗樹
- Organizer
  第14回科学技術フォーラム
- Place of Presentation
  愛媛大学
- Year and Date
  2015-09-17
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] 深層ボルツマン入門2015
- Author(s)
  安田宗樹
- Organizer
  utorial of Markov Random Field Modeling 2015
- Place of Presentation
  早稲田大学
- Year and Date
  2015-11-12
- Invited
- Data Source
  KAKENHI-PROJECT-15K00330
[Presentation] ディープボルツマンマシン入門2015
- Author(s)
  安田宗樹
- Organizer
  電子情報通信学会北陸支部講演会
- Place of Presentation
  金沢大学、金沢市角間町
- Year and Date
  2015-09-07
- Invited
- Data Source
  KAKENHI-PROJECT-15H03699
[Presentation] 深層ボルツマン入門, マルコフ確率場モデリングの数理と応用～高次元ビッグデータサイエンスの視点から～2015
- Author(s)
  安田宗樹
- Organizer
  Tutorial of Markov Random Field Modeling 2015
- Place of Presentation
  早稲田大学、東京都新宿区
- Year and Date
  2015-11-12
- Invited
- Data Source
  KAKENHI-PROJECT-15H03699
[Presentation] 統計的機械学習・ディープラーニングの基礎とデータサイエンスへの応用2014
- Author(s)
  安田宗樹
- Organizer
  日本テクノセンター(JTC)セミナー
- Place of Presentation
  日本テクノセンター
- Year and Date
  2014-10-29
- Invited
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] マルコフ確率場の空間的情報を用いたモンテカルロ積分法2014
- Author(s)
  安田宗樹
- Organizer
  情報数物研究会
- Place of Presentation
  東北大学
- Year and Date
  2014-05-30
- Invited
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] マルコフ確率場の空間的性質を利用したモンテカルロ積分法2014
- Author(s)
  安田宗樹
- Organizer
  日本物理学会第69回年次大会
- Place of Presentation
  東海大学
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] ノードの情報を考慮したネットワークのコミュニティ構造抽出2014
- Author(s)
  小林拓人，片岡駿，安田宗樹，田中和之
- Organizer
  第17回情報論的学習理論ワークショップ
- Place of Presentation
  名古屋大学(愛知県・名古屋市)
- Year and Date
  2014-11-17
- Data Source
  KAKENHI-PROJECT-25280089
[Presentation] ディープラーニングの話し2014
- Author(s)
  安田宗樹
- Organizer
  茨城大学工学部知能システム工学科セミナー
- Place of Presentation
  茨城大学
- Year and Date
  2014-05-16
- Invited
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] 確率的ディープラーニング入門2013
- Author(s)
  安田宗樹
- Organizer
  第97回音声言語情報処理研究会
- Place of Presentation
  宮城県遠刈田温泉　壮鳳
- Invited
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] Statistical-Mechanical Approaches for Image Inpainting and Segmentation Filters2013
- Author(s)
  Shun Kataoka, Muneki Yasuda and Kazuyuki Tanaka
- Organizer
  Epilogue Series I of Frontier of Statistical Physics and Information Processing 2013 Italia Giappone Attraverso Il Futuro Bridge Across the Future
- Place of Presentation
  Kyoto University, Kyoto, Japan
- Year and Date
  2013-08-02
- Data Source
  KAKENHI-PROJECT-24650115
[Presentation] EM Algorithm for Bayesian Image Inpainting2013
- Author(s)
  Shun Kataoka, Muneki Yasuda and Kazuyuki Tanaka
- Organizer
  ELC International Meeting on"Inference, Computation, and Spin Glasses
- Place of Presentation
  Hokkaido University, Sapporo, Japan
- Year and Date
  2013-07-28
- Data Source
  KAKENHI-PROJECT-24650115
[Presentation] An Generalization of Improved Susceptibility Propagation2013
- Author(s)
  Muneki Yasuda
- Organizer
  ELC International Meeting on ''Inference, Computation, and Spin Glasses'' (ICSG2013)
- Place of Presentation
  北海道大学
- Invited
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] 条件付き確率場を用いた画像の領域分割2013
- Author(s)
  片岡駿，安田宗樹，田中和之
- Organizer
  日本物理学会2013年秋季大会
- Place of Presentation
  徳島大学
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] マルコフネットを用いた交通量の統計的予測2012
- Author(s)
  片岡駿, 安田宗樹, 田中和之
- Organizer
  日本物理学会2012年秋季大会
- Place of Presentation
  横浜国立大学
- Year and Date
  2012-09-18
- Data Source
  KAKENHI-PROJECT-24650115
[Presentation] スパース相互作用をもつ事前分布と確率伝搬法によるベイジアンモデリング2012
- Author(s)
  田中和之, 安田宗樹
- Organizer
  日本物理学会2012年秋季大会
- Place of Presentation
  横浜国立大学
- Year and Date
  2012-09-18
- Data Source
  KAKENHI-PROJECT-24650115
[Presentation] 項目間の相関を考慮した項目応答理論2012
- Author(s)
  安田宗樹, 田中和之
- Organizer
  電子情報通信学会技術研究報告
- Place of Presentation
  玉川大学
- Year and Date
  2012-03-16
- Data Source
  KAKENHI-PROJECT-21700247
[Presentation] 圧縮センシングを用いた画像補修モデリング2012
- Author(s)
  片岡駿, 安田宗樹, 樺島祥介, 田中和之
- Organizer
  日本物理学会第67回年次大会
- Place of Presentation
  関西学院大学
- Year and Date
  2012-03-27
- Data Source
  KAKENHI-PROJECT-21700247
[Presentation] 圧縮センシングによる画像補修2012
- Author(s)
  片岡駿, 安田宗樹, 樺島祥介, 田中和之
- Organizer
  情報統計力学の最前線(YSM-SPIP2012)
- Place of Presentation
  京都大学(招待講演)
- Year and Date
  2012-03-21
- Data Source
  KAKENHI-PROJECT-21700247
[Presentation] Replicated Plefka Expansion and its Application to Inverse Ising Problems2011
- Author(s)
  Muneki Yasuda
- Organizer
  Interdisciplinary Applications of Statistical Physics & Complex Networks
- Place of Presentation
  KITPC, Beijing, China
- Year and Date
  2011-03-04
- Data Source
  KAKENHI-PROJECT-21700247
[Presentation] ランダム欠損を利用した画像圧縮法2011
- Author(s)
  片岡駿, 安田宗樹, 田中和之
- Organizer
  日本物理学会2011年秋季大会
- Place of Presentation
  富山大学
- Year and Date
  2011-09-21
- Data Source
  KAKENHI-PROJECT-21700247
[Presentation] 改良された感受率伝搬法とその一般化2011
- Author(s)
  安田宗樹, 田中和之
- Organizer
  日本物理学会2011年秋季大会
- Place of Presentation
  富山大学
- Year and Date
  2011-09-21
- Data Source
  KAKENHI-PROJECT-21700247
[Presentation] カラーチャンネル間の相関を考慮したGaussian FoEモデル2011
- Author(s)
  村山竜太, 安田宗樹, 和泉勇治, 田中和之
- Organizer
  第14回情報論的学習理論ワークショップ(IBIS 2011)
- Place of Presentation
  奈良女子大学
- Year and Date
  2011-11-09
- Data Source
  KAKENHI-PROJECT-21700247
[Presentation] 適応TAP方程式の摂動近似としての再解釈2010
- Author(s)
  安田宗樹, 田中和之
- Organizer
  日本物理学会第65回年次大会
- Place of Presentation
  岡山大学
- Year and Date
  2010-03-20
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] 適応TAP方程式の摂動近似としての再解釈2010
- Author(s)
  安田宗樹, 田中和之
- Organizer
  日本物理学会第65回年次大会
- Place of Presentation
  岡山大学
- Year and Date
  2010-03-20
- Data Source
  KAKENHI-PROJECT-21700247
[Presentation] 確率伝搬法による確率的画像処理におけるEMアルゴリズムの統計解析2010
- Author(s)
  片岡駿, 安田宗樹, 田中和之
- Organizer
  日本物理学会第65回年次大会
- Place of Presentation
  岡山大学
- Year and Date
  2010-03-20
- Data Source
  KAKENHI-PROJECT-21700247
[Presentation] Approach to inverse problem using advanced mean-field methods2010
- Author(s)
  安田宗樹
- Organizer
  International Meeting on "Inference, Computation, and Spin Glasses"(ICSG2010)
- Place of Presentation
  Campus Plaza, Kyoto
- Year and Date
  2010-03-17
- Data Source
  KAKENHI-PROJECT-21700247
[Presentation] 改良された感受率伝搬法, 電子情報通信学会技術研究報告2010
- Author(s)
  安田宗樹, 田中和之
- Organizer
  第13回情報論的学習理論ワークショップ(IBIS 2010)
- Place of Presentation
  東京大学
- Year and Date
  2010-11-04
- Data Source
  KAKENHI-PROJECT-21700247
[Presentation] レプリカ拡張系に対する適応的TAP方程式の統計的学習理論への応用2009
- Author(s)
  安田宗樹, 樺島祥介, 田中和之
- Organizer
  日本物理学会第64回年次大会
- Place of Presentation
  立教大学
- Year and Date
  2009-03-30
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] Kullback-Leibler Importance Estimation Procedure を用いた Restricted Boltzmann Machine の学習アルゴリズム2009
- Author(s)
  桜井哲治, 安田宗樹, 田中和之
- Organizer
  第12回情報論的学習理論ワークショップ
- Place of Presentation
  九州大学医学部
- Year and Date
  2009-10-20
- Data Source
  KAKENHI-PROJECT-21700247
[Presentation] Kull back-Leibler Importance Estimation Procedureを用いたRestricted Boltzmann Machineのルゴリズム2009
- Author(s)
  桜井哲治, 安田宗樹, 田中和之
- Organizer
  第12回情報論的学習理論ワークショップ
- Place of Presentation
  九州大学医学部百年講堂
- Year and Date
  2009-10-20
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] Probabilistic image processing by extended Gauss-Markov random fieldsProceedings of IEEE/SP 15th Workshop on Statistical Signal Processing2009
- Author(s)
  Kazuyuki Tanaka Nicolas Morin, Muneki Yasuda, D.M. Titterington
- Organizer
  Proceedings ofIEEE/SP 15th Workshop on StatisticalSignal Processing
- Place of Presentation
  University of Cardiff, Wales, UK
- Year and Date
  2009-09-03
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] レプリカ拡張系適応的TAP方程式を用いた学習アルゴリズム2009
- Author(s)
  安田宗樹, 樺島祥介, 田中和之
- Organizer
  日本物理学会2009年秋季大会
- Place of Presentation
  熊本大学
- Year and Date
  2009-09-25
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] 確率伝搬法による画像修復の統計的性能評価法2009
- Author(s)
  片岡駿, 安田宗樹, 田中和之
- Organizer
  日本物理学会2009年秋季大会
- Place of Presentation
  熊本大学
- Year and Date
  2009-09-25
- Data Source
  KAKENHI-PROJECT-21700247
[Presentation] Probabilistic image processing by extended Gauss-Markov random fields2009
- Author(s)
  Kazuyuki Tanaka, Nicolas Morin, Muneki Yasuda, D.M.Titterington
- Organizer
  15th Workshop on Statistical Signal Processing
- Place of Presentation
  University of Cardiff, UK
- Year and Date
  2009-09-03
- Data Source
  KAKENHI-PROJECT-21700247
[Presentation] 確率伝搬法による確率的画像処理における統計的性能評価2009
- Author(s)
  片岡駿, 安田宗樹, 田中和之
- Organizer
  第12回情報論的学習理論ワークショップ
- Place of Presentation
  九州大学医学部百年講堂
- Year and Date
  2009-10-20
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] 確率伝搬法による確率的画像処理における統計的性能評価2009
- Author(s)
  片岡駿, 安田宗樹, 田中和之
- Organizer
  第12回情報論的学習理論ワークショップ
- Place of Presentation
  九州大学医学部
- Year and Date
  2009-10-20
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] Kullback-Leibler Importance Estimation Procedure を用いた Restricted Boltzmann Machine の学習アルゴリズム2009
- Author(s)
  桜井哲治, 安田宗樹, 田中和之
- Organizer
  第12回情報論的学習理論ワークショップ
- Place of Presentation
  九州大学医学部
- Year and Date
  2009-10-20
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] 確率伝搬法による画像修復の統計的性能評価法2009
- Author(s)
  片岡駿, 安田宗樹, 田中和之
- Organizer
  日本物理学会2009年秋季大会
- Place of Presentation
  熊本大学
- Year and Date
  2009-09-25
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] レプリカ拡張系に対する適応的TAP方程式の統計的学習理論への応用2009
- Author(s)
  安田宗樹, 樺島祥介, 田中和之
- Organizer
  日本物理学会2009年秋季大会
- Place of Presentation
  熊本大学
- Year and Date
  2009-09-25
- Data Source
  KAKENHI-PROJECT-21700247
[Presentation] レプリカ拡張系に対する適応的TAP方程式の統計的学習理論への応用2009
- Author(s)
  安田宗樹, 樺島祥介, 田中和之
- Organizer
  日本物理学会2009年秋季大会
- Place of Presentation
  熊本大学
- Year and Date
  2009-09-25
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] Probabilistic image processing by extended Gauss-Markov random fields2009
- Author(s)
  Kazuyuki Tanaka, Nicolas Morin, Muneki Yasuda, D.M.Titterington
- Organizer
  15th Workshop on Statistical Signal Processing
- Place of Presentation
  University of Cardiff, UK
- Year and Date
  2009-09-03
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] Statistical Inferencesby Gaussian Markov Random Fields on Complex Networks2008
- Author(s)
  Kazuyuki Tanaka, Tanafumi Usui, Mune ki Yasuda
- Organizer
  2008 International Conference on Computational Intelligence for Modelling, Control Automation Intelligent Agents, Web Technologies, Internet Commerce Innovation in Software Engineering(CIMCA-IAWTIC'08)
- Place of Presentation
  Vienna, Austria
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] 確率伝搬法を用いたEMアルゴリズムによる画像処理2008
- Author(s)
  井上佳, 安田宗樹
- Organizer
  電子情報通信学会・日本神経回路学会共催ニューロコンピューティング研究会
- Place of Presentation
  玉川大学
- Year and Date
  2008-03-12
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] データのノイズを考慮したボルツマンマシンの学習アルゴリズム2008
- Author(s)
  丹内隼也, 安田宗樹, 田中和之
- Organizer
  第11回情報論的学習理論ワークショップ
- Place of Presentation
  仙台国際センター
- Year and Date
  2008-10-29
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] スケールフリーネットワーク上のガウシアングラフィカルモデル2008
- Author(s)
  臼井崇文, 安田宗樹, 田中和之
- Organizer
  電子情報通信学会・日本神経回路学会共催ニューロコンピューティング研究会
- Place of Presentation
  玉川大学
- Year and Date
  2008-03-12
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] 隠れ素子をもつボルツマンマシンに対する平均場理論2008
- Author(s)
  安田宗樹, 田中和之
- Organizer
  日本物理学会2008年秋季大会
- Place of Presentation
  岩手大学
- Year and Date
  2008-09-22
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] Approxi mate Learning Algorithm for Restricted Boltzmann Machines2008
- Author(s)
  Muneki Yasuda, Kazuyuki Tanaka
- Organizer
  2008 International Conference on Computational Intelligence for Modelling, Control, Automation Intelligent Agents, Web Technolog, Internet Commerce Innovation in Software Engineering (CIMCA-IAWTIC'08)
- Place of Presentation
  Vienna, Austria
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] 連続確率変数を持つボルツマンマシン2007
- Author(s)
  安田宗樹, 田中和之
- Organizer
  日本物理学会第62回年次大会
- Place of Presentation
  北海道大学
- Year and Date
  2007-09-21
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] The Approximate Linear Response Theory and Its Mathematical Structures2007
- Author(s)
  Muneki Yasuda, Kazuyuki Tanaka
- Organizer
  23stIUPAP International Conference on Statistical Physics
- Place of Presentation
  Genova, Italy
- Data Source
  KAKENHI-PROJECT-18079002
[Presentation] 画像処理のための高次マルコフ確率場に対する平均場法
- Author(s)
  安田宗樹，田中和之
- Organizer
  日本物理学会第68回年次大会
- Place of Presentation
  広島大学
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] スパース相互作用をもつ事前分布と確率伝搬法によるベイジアンモデリング
- Author(s)
  田中和之，安田宗樹
- Organizer
  日本物理学会2012年秋季大会
- Place of Presentation
  横浜国立大学
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] EM Algorithm for Bayesian Image Inpainting
- Author(s)
  Shun Kataoka, Muneki Yasuda and Kazuyuki Tanaka
- Organizer
  ELC International Meeting on ”Inference, Computation, and Spin Glasses
- Place of Presentation
  札幌
- Data Source
  KAKENHI-PROJECT-25280089
[Presentation] EM Algorithm for Bayesian Image Inpainting
- Author(s)
  Shun Kataoka, Muneki Yasuda and Kazuyuki Tanaka
- Organizer
  ELC International Meeting on ”Inference, Computation, and Spin Glasses
- Place of Presentation
  札幌
- Data Source
  KAKENHI-PROJECT-24650115
[Presentation] Composite Likelihood Estimation for Inverse Ising Problem
- Author(s)
  Muneki Yasuda
- Organizer
  Statistical Physics of Disordered Systems and Its Applications (SPDSA2014)
- Place of Presentation
  京都大学
- Invited
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] データ生成モデルからのアプローチ～統計的機械学習理論と深層学習～
- Author(s)
  安田宗樹
- Organizer
  複雑ネットワーク・サマースクール2014
- Place of Presentation
  東北大学
- Year and Date
  2014-08-18 – 2014-08-21
- Invited
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] ガウシアングラフィカルモデルを用いたネットワーク交通状況の補間推定に関する研究
- Author(s)
  花岡洋平，安田宗樹，桑原雅夫，原祐輔
- Organizer
  第47回土木計画学研究発表会
- Place of Presentation
  広島工業大学
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] Composite Likelihood Estimation for Restricted Boltzmann machines
- Author(s)
  Muneki Yasuda, Shun Kataoka, Yuji Waizumi and Kazuyuki Tanaka
- Organizer
  21st International Conference on Pattern Recognition
- Place of Presentation
  Tsukuba International Congress Center, Japan
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] マルコフネットを用いた交通量の統計的予測
- Author(s)
  片岡駿，安田宗樹，田中和之
- Organizer
  日本物理学会2012年秋季大会
- Place of Presentation
  横浜国立大学
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] ノードの情報を考慮したネットワークのコミュニティ構造抽出
- Author(s)
  小林拓人，片岡駿，安田宗樹，田中和之
- Organizer
  第17回情報論的学習理論ワークショップ
- Place of Presentation
  名古屋大学
- Year and Date
  2014-11-16 – 2014-11-19
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] レプリカクラスタ変分法を用いた確率伝搬法の統計解析
- Author(s)
  安田宗樹
- Organizer
  日本物理学会第70回年次大会
- Place of Presentation
  早稲田大学
- Year and Date
  2015-03-21 – 2015-03-24
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] マルコフ確率場の空間的性質を利用したモンテカルロ積分法
- Author(s)
  安田宗樹
- Organizer
  日本物理学会第69回年次大会
- Place of Presentation
  平塚
- Data Source
  KAKENHI-PROJECT-25280089
[Presentation] Statistical-Mechanical Approaches for Image Inpainting and Segmentation Filters
- Author(s)
  Shun Kataoka, Muneki Yasuda and Kazuyuki Tanaka
- Organizer
  Epilogue Series I of Frontier of Statistical Physics and Information Processing 2013 Italia Giappone Attraverso Il Futuro Bridge Across the Future
- Place of Presentation
  京都
- Data Source
  KAKENHI-PROJECT-24650115
[Presentation] 自然画像の生成モデルのボルツマンマシン学習
- Author(s)
  小渕智之, 小間洋和, 安田宗樹
- Organizer
  日本物理学会第70回年次大会
- Place of Presentation
  早稲田大学
- Year and Date
  2015-03-21 – 2015-03-24
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] 確率的モデリングと機械学習
- Author(s)
  安田宗樹
- Organizer
  ヒューマンインフォメーション研究会
- Place of Presentation
  沖縄産業支援センター
- Invited
- Data Source
  KAKENHI-PROJECT-24700220
[Presentation] Advenced Susceptibility Propagation
- Author(s)
  Muneki Yasuda
- Organizer
  Information processing in complex systems with applications to traffic forecasting
- Place of Presentation
  INRIA, Paris, France
- Invited
- Data Source
  KAKENHI-PROJECT-24700220

1. TANAKA Kazuyuki (80217017)

# of Collaborated Projects: 4 results

# of Collaborated Products: 53 results
2. Kataoka Shun (50737278)

# of Collaborated Projects: 3 results

# of Collaborated Products: 9 results
3. MOTOMACHI Yoichi (30358171)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
4. WAIZUMI Yuji (90333872)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
5. Ohzeki Masayuki (80447549)

# of Collaborated Projects: 2 results

# of Collaborated Products: 3 results
6. KINOSHITA KENGO (60332293)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 田中宗 (40507836)

# of Collaborated Projects: 1 results

# of Collaborated Products: 7 results
8. 中島千尋 (40599122)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. Hsu Chiou-Ting

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. Furtlehner Cyril

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. Zdeboraba Lenka

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. Ricci-Tersenghi Federico

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. Welling Max

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. Zhang Pan

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
15. 横山道央

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
16. 樺島祥介

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
17. 小渕智之

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
18. 新里隆

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Yasuda Muneki 安田 宗樹

YASUDA Muneki 安田 宗樹

Research Projects

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A universal system for constructive data preprocessingPrincipal Investigator

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Developing data-structure-mining methods in deep learningPrincipal Investigator

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Creation of design theory of quantum statistical machine learning system and its realization

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a practical designing theory for deep learning modelsPrincipal Investigator

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New era driven by quantum annealing for machine learning and computation

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Design Theory of Probabilistic Computational Models for Community Detections based on Non-Additive Volume and Entropy

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Generation of fundamental design theory of Bayesian ad-hoc network systems based on Markov random fields

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Schematization of probabilistic social network theoryPrincipal Investigator

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Probabilistic data mining theory using item response theory based on Markov random fieldPrincipal Investigator

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Design of sophisticated Bayesian network systems based on large-scale random fields

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[Book] スパースモデリング 理論、アルゴリズム、応用2019

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[Book] 画像処理の統計モデリング ―確率的グラフィカルモデルとスパースモデリングからのアプローチ―2018

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Data Source

[Book] 画像処理の統計モデリング --- 確率的グラフィカルモデルとスパースモデリングからのアプローチ ---2018

Author(s)

Total Pages

Yasuda Muneki 安田宗樹

YASUDA Muneki 安田宗樹

[Book] スパースモデリング　理論、アルゴリズム、応用2019

[Book] OR学会機関誌「オペレーションズ・リサーチ」平成25年4月号特集「グラフと確率・統計モデル」，確率的グラフィカルモデル　―ベイジアンネットワークとその周辺―2013