WATANABE KAZUHO 渡辺一帆

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WATANABE Kazuho 渡辺一帆

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Researcher Number	10506744
Other IDs
Affiliation (Current)	2025: 豊橋技術科学大学, 工学(系)研究科(研究院), 教授
Affiliation (based on the past Project Information) *help	2019 – 2024: 豊橋技術科学大学, 工学(系)研究科(研究院), 准教授 2013 – 2018: 豊橋技術科学大学, 工学(系)研究科(研究院), 講師 2015 – 2017: 豊橋技術科学大学, 大学院工学研究科, 講師 2015: 豊橋技術科学大学, 工学研究科, 講師 2011 – 2013: 奈良先端科学技術大学院大学, 情報科学研究科, 助教 2009: The University of Tokyo, 情報科学研究科, 助教 2008: The University of Tokyo, 大学院・新領域創成科学研究科, 特任助教
Review Section/Research Field	Principal Investigator Basic Section 60010:Theory of informatics-related / Intelligent informatics / Intelligent informatics Except Principal Investigator High performance computing / Intelligent informatics / Complex systems
Keywords	Principal Investigator レート歪み関数 / 潜在変数モデル / 最適再構成分布 / 一般化事後分布 / 経験ベイズ法 / ミニマックス予測 / 漸近的ミニマックス性 / イプシロン不感応損失 / 再構成分布 / 次元圧縮 … More / クラスタリング / 混合モデル / 局所変分近似 / 変分ベイズ法 / 変動二値情報源 / 頑健性 / 情報量規準 / スパース推定 / ε不感応損失 / L1トレンドフィルタ / 正則化パラメータ / 不感応パラメータ / オンライン予測 / 板倉・斎藤距離 / カーネル関数 / 一般化ガウス情報源 / スパース回帰符号 / ディリクレ過程平均法 / 離散分布 / ノンパラメトリック推定 / 国際情報交換（フィンランド） / ガンマ分布 / フィンランド / 国際情報交換 / 発火率推定 / 指数型分布 / 階層ベイズ法 / 情報幾何 / 変動二項過程 / ベイズ推定 … More Except Principal Investigator 可視化 / コンテクスト / アイトラッカー / 地図 / コンテキスト / 動的最適化 / ラベル配置 / 注釈付き視覚情報 / 風況予測 / システム生物学 / ヘビーテイル / 運転行動モデリング / セミパラメトリックモデル / ノンパラメトリックベイズ法 / 疎性モデリング / トポロジー / 機械学習 / スパースモデリング Less

高次元レート歪み理論における最適潜在分布Principal Investigator
- Principal Investigator
  
  渡辺一帆
- Project Period (FY)
  2024 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60010:Theory of informatics-related
- Research Institution
  Toyohashi University of Technology
Information Theoretic Interpretation and Design of Generalized Bayesian Learning MethodsPrincipal Investigator
- Principal Investigator
  
  Watanabe Kazuho
- Project Period (FY)
  2019 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60010:Theory of informatics-related
- Research Institution
  Toyohashi University of Technology
Dynamic layout optimization for annotated information visualization
- Principal Investigator
  
  Takahashi Shigeo
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  High performance computing
- Research Institution
  The University of Aizu
Design Principles of Learning and Inference Models with Optimal Latent DistributionsPrincipal Investigator
- Principal Investigator
  
  Watanabe Kazuho
- Project Period (FY)
  2015 – 2018
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Toyohashi University of Technology
Consolidation of Visualization Platform Toward Facilitating Sparse Modeling
- Principal Investigator
  
  Fujishiro Issei
- Project Period (FY)
  2013 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Complex systems
- Research Institution
  Keio University
Extension of nonparametric Bayesian methods to semiparametric models and its applications
- Principal Investigator
  
  Ikeda Kazushi
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Nara Institute of Science and Technology
Information-Theoretic View and Development of Kernel-Based Learning MethodsPrincipal Investigator
- Principal Investigator
  
  WATANABE Kazuho
- Project Period (FY)
  2011 – 2014
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  Toyohashi University of Technology
  Nara Institute of Science and Technology
Asymptotic analysis of approximate Bayesian inference methodsPrincipal Investigator
- Principal Investigator
  
  WATANABE Kazuho
- Project Period (FY)
  2008 – 2009
- Research Category
  
  Grant-in-Aid for Young Scientists (Start-up)
- Research Field
  
  Intelligent informatics
- Research Institution
  The University of Tokyo

[Book] Variational Bayesian learning theory2019
- Author(s)
  Shinichi Nakajima, Kazuho Watanabe, Masashi Sugiyama
- Total Pages
  558
- Publisher
  Cambridge University Press
- Data Source
  KAKENHI-PROJECT-19K11825
[Book] Variational Bayesian Learning Theory2019
- Author(s)
  Shinichi Nakajima, Kazuho Watanabe, Masashi Sugiyama
- Total Pages
  560
- Publisher
  Cambridge University Press
- ISBN
  1107076153
- Data Source
  KAKENHI-PROJECT-15K16050
[Journal Article] Unbiased Estimating Equation and Latent Bias Under f-Separable Bregman Distortion Measures2024
- Author(s)
  Masahiro Kobayashi, Kazuho Watanabe
- Journal Title
  
  IEEE Transactions on Information Theory
  
  Volume: - Issue: 8 Pages: 5763-5781
- DOI
  10.1109/tit.2024.3366538
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23K16849, KAKENHI-PROJECT-19K11825
[Journal Article] Approximate Empirical Bayes Estimation of the Regularization Parameter in l1 Trend Filtering2022
- Author(s)
  Omae Akiharu、Watanabe Kazuho
- Journal Title
  
  Proc. of 2022 IEEE International Symposium on Information Theory (ISIT)
  
  Volume: 1 Pages: 462-467
- DOI
  10.1109/isit50566.2022.9834623
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11825
[Journal Article] Statistical Learning of the Insensitive Parameter in Support Vector Models2021
- Author(s)
  Kazuho Watanabe
- Journal Title
  
  Proc. of IEEE International Symposium on Information Theory
  
  Volume: - Pages: 2501-2506
- DOI
  10.1109/isit45174.2021.9518182
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11825
[Journal Article] Generalized Dirichlet-process-means for f-separable distortion measures2021
- Author(s)
  Masahiro Kobayashi, Kazuho Watanabe
- Journal Title
  
  Neurocomputing
  
  Volume: 458 Pages: 667-689
- DOI
  10.1016/j.neucom.2020.03.123
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11825
[Journal Article] Unbiased Estimation Equation under f-Separable Bregman Distortion Measures2021
- Author(s)
  Masahiro Kobayashi, Kazuho Watanabe
- Journal Title
  
  Proc. of 2020 IEEE Information Theory Workshop
  
  Volume: - Pages: 311-315
- DOI
  10.1109/itw46852.2021.9457678
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19K11825
[Journal Article] Minimax Online Prediction of Varying Bernoulli Process under Variational Approximation2019
- Author(s)
  Kenta Konagayoshi, Kazuho Watanabe
- Journal Title
  
  Proc. of the 11th Asian Conference on Machine Learning (ACML 2019)
  
  Volume: 101 Pages: 141-156
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-19K11825
[Journal Article] TimeTubes: Visual Exploration of Observed Blazar Datasets2018
- Author(s)
  Issei Fujishiro, Naoko Sawada, Masanori Nakayama, Hsiang-Yun Wu, Kazuho Watanabe, Shigeo Takahashi, Makoto Uemura
- Journal Title
  
  Journal of Physics: Conference Series
  
  Volume: -
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PLANNED-25120014
[Journal Article] 多変量データ可視化のための軸縮約可能並行座標表示2018
- Author(s)
  高橋成雄，Hsiang-Yun Wu, 渡辺一帆，藤代一成
- Journal Title
  
  画像ラボ
  
  Volume: 29 Pages: 23-32
- Data Source
  KAKENHI-PROJECT-16H02825
[Journal Article] Empirical Bayes Estimation for L1 Regularization: A Detailed Analysis in the One-Parameter Lasso Model2018
- Author(s)
 Yoshida Tsukasa、Watanabe Kazuho
- Journal Title
 
 IEICE Trans. Fundamentals
 
 Volume: E101.A Issue: 12 Pages: 2184-2191
- DOI
 10.1587/transfun.E101.A.2184
- NAID
 130007539073
- ISSN
 0916-8508, 1745-1337
- Year and Date
 2018-12-01
- Language
 English
- Peer Reviewed / Open Access
- Data Source
 KAKENHI-PROJECT-15K16050, KAKENHI-PROJECT-16H02825
[Journal Article] Sparse Regression Code with Sparse Dictionary for Absolute Error Criterion2018
- Author(s)
  Konabe Ryota、Watanabe Kazuho
- Journal Title
  
  Proc. of IEEE International Symposium on Information Theory (ISIT2018)
  
  Volume: － Pages: 1515-1519
- DOI
  10.1109/isit.2018.8437556
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K16050, KAKENHI-PROJECT-16H02825
[Journal Article] Automatic DNN Node Pruning Using Mixture Distribution-based Group Regularization2018
- Author(s)
  Yoshida Tsukasa、Moriya Takafumi、Watanabe Kazuho、Shinohara Yusuke、Yamaguchi Yoshikazu、Aono Yushi
- Journal Title
  
  Proc. of Interspeech2018
  
  Pages: 1269-1273
- DOI
  10.21437/interspeech.2018-2062
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K16050
[Journal Article] Generalized Dirichlet-Process-Means for Robust and Maximum Distortion Criteria2018
- Author(s)
  Kobayashi Masahiro、Watanabe Kazuho
- Journal Title
  
  Proc. of International Symposium on Information Theory and its Applications (ISITA2018)
  
  Pages: 45-49
- DOI
  10.23919/isita.2018.8664260
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K16050
[Journal Article] TimeTubes: Visual Exploration of Observed Blazar Datasets2018
- Author(s)
  Fujishiro Issei、Sawada Naoko、Nakayama Masanori、Wu Hsiang-Yun、Watanabe Kazuho、Takahashi Shigeo、Uemura Makoto
- Journal Title
  
  Journal of Physics: Conference Series
  
  Volume: 1036 Pages: 012011-012011
- DOI
  10.1088/1742-6596/1036/1/012011
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K16050
[Journal Article] Projection to Mixture Families and Rate-Distortion Bounds with Power Distortion Measures2017
- Author(s)
  Watanabe Kazuho
- Journal Title
  
  Entropy
  
  Volume: 19 Issue: 6 Pages: 262-262
- DOI
  10.3390/e19060262
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K16050, KAKENHI-PLANNED-25120014, KAKENHI-PROJECT-16H02825
[Journal Article] ディリクレ過程平均法のレートひずみ理論による解釈2017
- Author(s)
  小林真佐大，渡辺一帆
- Journal Title
  
  電子情報通信学会論文誌Ａ
  
  Volume: J100-A Pages: 475-486
- NAID
  120006412529
- Peer Reviewed
- Data Source
  KAKENHI-PLANNED-25120014
[Journal Article] Rate-distortion tradeoffs under kernel-based distortion measures2017
- Author(s)
  Kazuho Watanabe
- Journal Title
  
  Proceedings of the 2017 IEEE International Symposium on Information Theory (ISIT2017)
  
  Volume: NA Pages: 1928-1932
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02825
[Journal Article] ディリクレ過程平均法のレートひずみ理論による解釈2017
- Author(s)
  小林真佐大，渡辺一帆
- Journal Title
  
  電子情報通信学会論文誌Ａ
  
  Volume: J100-A Pages: 475-486
- NAID
  120006412529
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K16050
[Journal Article] Rate-Distortion Bounds for Kernel-Based Distortion Measures2017
- Author(s)
  Watanabe Kazuho
- Journal Title
  
  Entropy
  
  Volume: 19 Issue: 7 Pages: 336-336
- DOI
  10.3390/e19070336
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K16050, KAKENHI-PLANNED-25120014, KAKENHI-PROJECT-16H02825
[Journal Article] ディリクレ過程平均法のレートひずみ理論による解釈2017
- Author(s)
  小林真佐大，渡辺一帆
- Journal Title
  
  電子情報通信学会論文誌Ａ
  
  Volume: J100-A Pages: 475-486
- NAID
  120006412529
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16H02825
[Journal Article] Rate-distortion dimension and Bayesian learning coefficient2017
- Author(s)
  Kazuho Watanabe
- Journal Title
  
  Proceedings of 2017 Workshop on Information Theoretic Methods in Science and Engineering
  
  Volume: － Pages: 34-37
- Data Source
  KAKENHI-PROJECT-16H02825
[Journal Article] Making Many-to-Many Parallel Coordinate Plots Scalable by Asymmetric Biclustering2017
- Author(s)
  Hsiang-Yun Wu, Yusuke Niibe, Kazuho Watanabe, Shigeo Takahashi and Makoto Uemura and Issei Fujishiro
- Journal Title
  
  Notes Proceedings of the 10th IEEE Pacific Visualization Symposium (PacificVis2017)
  
  Volume: － Pages: 305-309
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02825
[Journal Article] Rate-distortion functions for gamma-type sources under absolute-log distortion measure2016
- Author(s)
  Kazuho Watanabe, Shiro Ikeda
- Journal Title
  
  IEEE Transactions on Information Theory
  
  Volume: 62 Issue: 10 Pages: 5496-5502
- DOI
  10.1109/tit.2016.2602100
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PLANNED-25120008, KAKENHI-PLANNED-25120014, KAKENHI-PROJECT-15K16050
[Journal Article] スパースモデリングと情報可視化2016
- Author(s)
  藤代一成，高橋成雄，渡辺一帆，Hsiang-Yun Wu
- Journal Title
  
  電子情報通信学会誌
  
  Volume: 99 Pages: 466-470
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15K16050
[Journal Article] TimeTubes: Visualization of Polarization Variations in Blazars2016
- Author(s)
  Uemura M., Itoh R., Xu L., Nakayama M., Wu H., Watanabe K., Takahashi S., and Fujishiro I.
- Journal Title
  
  Galaxies
  
  Volume: 4 Issue: 3 Pages: 23-23
- DOI
  10.3390/galaxies4030023
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PLANNED-25120007, KAKENHI-PLANNED-25120014, KAKENHI-PROJECT-26730061, KAKENHI-PROJECT-15K16050
[Journal Article] Asymmetric biclustering with constrained von Mises-Fisher models2016
- Author(s)
  Kazuho Watanabe, Hsiang-Yun Wu, Shigeo Takahashi, Issei Fujishiro
- Journal Title
  
  Journal of Physics: Conference Series
  
  Volume: 699 Pages: 012028-012028
- DOI
  10.1088/1742-6596/699/1/012018
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K16050, KAKENHI-PLANNED-25120014
[Journal Article] Constant-width rate-distortion bounds for power distortion measures2016
- Author(s)
  Kazuho Watanabe
- Journal Title
  
  In Proceedings of the IEEE Information Theory Workshop (ITW2016)
  
  Volume: NA Pages: 106-110
- DOI
  10.1109/itw.2016.7606805
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16H02825
[Journal Article] Data-driven approach to Type Ia supernovae: variable selection on the peak luminosity and clustering in visual analytics2016
- Author(s)
  Makoto Uemura, Koji S. Kawabata, Shiro Ikeda, Keiichi Maeda, Hsiang-Yun Wu, Kazuho Watanabe, Shigeo Takahashi, Issei Fujishiro
- Journal Title
  
  Journal of Physics: Conference Series
  
  Volume: 699 Pages: 012009-012009
- DOI
  10.1088/1742-6596/699/1/012009
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-15K16050, KAKENHI-PLANNED-25120014, KAKENHI-PLANNED-25120008
[Journal Article] Rate-Distortion Bounds for ε-Insensitive Distortion Measures2016
- Author(s)
 Kazuho Watanabe
- Journal Title
 
 IEICE Trans. Fundamentals
 
 Volume: E99.A Issue: 1 Pages: 370-377
- DOI
 10.1587/transfun.E99.A.370
- NAID
 130005115271
- ISSN
 0916-8508, 1745-1337
- Language
 English
- Peer Reviewed / Acknowledgement Compliant
- Data Source
 KAKENHI-PROJECT-15K16050, KAKENHI-PLANNED-25120014
[Journal Article] スパースモデリングと情報可視化2016
- Author(s)
  藤代一成，高橋成雄，渡辺一帆，Hsiang-Yun Wu
- Journal Title
  
  電子情報通信学会誌
  
  Volume: 99 Pages: 466-470
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PLANNED-25120014
[Journal Article] Variational Bayesian inference algorithms for infinite relational model of network data2015
- Author(s)
  Takuya Konishi, Takatomi Kubo, Kazuho Watanabe, and Kazushi Ikeda
- Journal Title
  
  IEEE Transactions on Neural Networks and Learning Systems
  
  Volume: to be assigned Issue: 9 Pages: 2176-2181
- DOI
  10.1109/tnnls.2014.2362012
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700175, KAKENHI-PLANNED-25120014, KAKENHI-PLANNED-25118009, KAKENHI-PROJECT-25280083, KAKENHI-PUBLICLY-15H01620
[Journal Article] Achievability of asymptotic minimax regret by horizon-dependent and horizon-independent strategies2015
- Author(s)
  Kazuho Watanabe and Teemu Roos
- Journal Title
  
  Journal of Machine Learning Research
  
  Volume: to be assigned
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-23700175
[Journal Article] グラフスペクトル解析を用いた平行座標系の軸縮約2015
- Author(s)
  能野琴，Hsiang-Yun Wu，渡辺一帆，高橋成雄，藤代一成
- Journal Title
  
  画像電子学会誌
  
  Volume: 44 Pages: 447-456
- NAID
  130005171479
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15K16050
[Journal Article] Variational inference with ARD prior for NIRS diffuse optical tomography2015
- Author(s)
  Atsushi Miyamoto, Kazuho Watanabe, Kazushi Ikeda, and Masa-aki Sato
- Journal Title
  
  IEEE Transactions on Neural Networks and Learning Systems
  
  Volume: 26(5) Issue: 5 Pages: 1109-1114
- DOI
  10.1109/tnnls.2014.2328576
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-23700175, KAKENHI-PLANNED-25120014, KAKENHI-PUBLICLY-15H01620
[Journal Article] Vector quantization based on epsilon-insensitive mixture models2015
- Author(s)
  Kazuho Watanabe
- Journal Title
  
  Neurocomputing
  
  Volume: to be assigned Pages: 32-37
- DOI
  10.1016/j.neucom.2015.01.081
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-23700175, KAKENHI-PLANNED-25120014
[Journal Article] グラフスペクトル解析を用いた平行座標系の軸縮約2015
- Author(s)
  能野琴，Hsiang-Yun Wu，渡辺一帆，高橋成雄，藤代一成
- Journal Title
  
  画像電子学会誌
  
  Volume: 44 Pages: 447-456
- NAID
  130005171479
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PLANNED-25120014
[Journal Article] Achievability of asymptotic minimax regret by horizon-dependent and horizon-independent strategies2015
- Author(s)
  Kazuho Watanabe, Teemu Roos
- Journal Title
  
  Journal of Machine Learning Research (JMLR)
  
  Volume: N/A
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PLANNED-25120014
[Journal Article] Achievability of asymptotic minimax regret by horizon-dependent and horizon-independent strategies2015
- Author(s)
  Kazuho Watanabe, Teemu Roos
- Journal Title
  
  Journal of Machine Learning Research (JMLR)
  
  Volume: 16 Pages: 2357-2375
- Peer Reviewed / Acknowledgement Compliant / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16050
[Journal Article] Entropic risk minimization for nonparametric estimation of mixing distributions2015
- Author(s)
  Kazuho Watanabe and Shiro Ikeda
- Journal Title
  
  Machine Learning
  
  Volume: 99(1) Issue: 1 Pages: 119-136
- DOI
  10.1007/s10994-014-5467-7
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-23700175, KAKENHI-PROJECT-24560490, KAKENHI-PLANNED-25120014, KAKENHI-PLANNED-25120008
[Journal Article] An alternative view of variational Bayes and asymptotic approximations of free energy2012
- Author(s)
  K.Watanabe
- Journal Title
  
  Machine Learning
  
  Volume: 86 Issue: 2 Pages: 273-293
- DOI
  10.1007/s10994-011-5264-5
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700175
[Journal Article] Divergence measures and a general framework for local variational approximation2011
- Author(s)
  K. Watanabe, M. Okada, K. Ikeda
- Journal Title
  
  Neural Networks
  
  Volume: 24(10) Issue: 10 Pages: 1102-1109
- DOI
  10.1016/j.neunet.2011.06.004
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20240020, KAKENHI-PROJECT-23700175
[Journal Article] Approximate Bayesian Estimation of Varying Binomial Process2011
- Author(s)
  K.Watanabe, M.Okada
- Journal Title
  
  IEICE Trans. Fundamentals
  
  Volume: E94-A Issue: 12 Pages: 2879-2885
- DOI
  10.1587/transfun.E94.A.2879
- NAID
  10030534322
- ISSN
  0916-8508, 1745-1337
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23700175
[Journal Article] 平滑化事前分布を用いた変動2値情報源の事後確率最大化法2010
- Author(s)
  渡辺一帆, 久保智洋, 岡田真人
- Journal Title
  
  電子情報通信学会論文誌a J93-A
  
  Pages: 326-330
- NAID
  110007610187
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20800012
[Journal Article] 平滑化事前分布を用いた変動2値情報源の事後確率最大化法2010
- Author(s)
  渡辺一帆, 久保智洋, 岡田真人
- Journal Title
  
  電子情報通信学会論文誌A J93-A
  
  Pages: 326-330
- NAID
  110007610187
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20800012
[Journal Article] Simultaneous Clustering and Dimensionality Reduction Using Variational Bayesian Mixture Model2010
- Author(s)
  K.Watanabe, S.Akaho, S.Omachi, M.Okada
- Journal Title
  
  Studies in Classification, Data Analysis, and Knowledge Organization (Proceedings of the 11th IFCS Biennial Conference) (印刷中)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20800012
[Journal Article] Firing Rate Estimation Using an Approximate Bayesian Method2009
- Author(s)
  K.Watanabe, M.Okada
- Journal Title
  
  Proc.of ICONIP 2008, Part I, Lecture Notes in Computer Science 5506
  
  Pages: 655-662
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20800012
[Journal Article] Variational Bayesian Mixture Model on a Subspace of Exponential Family Distributions2009
- Author(s)
  K. Watanabe, S. Akaho, S. Omachi, M. Okada
- Journal Title
  
  IEEE Transactions on Neural Networks vol.20
  
  Pages: 1783-1796
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20800012
[Journal Article] Transfer matrix method for instantaneous spike rate estimation2009
- Author(s)
  K.Watanabe, H.Tanaka, K.Miura, M.Okada
- Journal Title
  
  IEICE Transactions on Information and Systems E92-D
  
  Pages: 1362-1368
- NAID
  10026810113
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20800012
[Journal Article] Transfer matrix method for instantaneous spike rate estimation2009
- Author(s)
  K. Watanabe, H. Tanaka, K. Miura, M. Okada
- Journal Title
  
  IEICE Transactions on Information and Systems vol.E92-D
  
  Pages: 1362-1368
- NAID
  10026810113
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20800012
[Journal Article] Variational Bayesian Mixture Model on a Subspace of Exponential Family Distributions2009
- Author(s)
  K.Watanabe, S.Akaho, S.Omachi, M.Okada
- Journal Title
  
  IEEE Transactions on Neural Networks 20
  
  Pages: 1783-1796
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20800012
[Journal Article] 指数型分布族の空間におけるデータ解析法について
- Author(s)
  赤穂昭太郎, 渡辺一帆, 岡田真人
- Journal Title
  
  統計数理 (掲載確定)
- NAID
  120006019313
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20800012
[Presentation] 不感応パラメータ推定サポートベクトル回帰における最適な次数選択2023
- Author(s)
  望月翔太，渡辺一帆
- Organizer
  電気・電子・情報関係学会東海支部連合大会
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] 逆数ダイバージェンスにおける推定方程式の不偏性とその多次元拡張2023
- Author(s)
  小林真佐大，渡辺一帆
- Organizer
  第46回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] 経験分布とリサンプリングを用いたfダイバージェンスに基づく推定2023
- Author(s)
  小林真佐大，渡辺一帆
- Organizer
  情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] 逆ガウスモデルにおける推定方程式の不偏性とその一般化2023
- Author(s)
  小林真佐大，渡辺一帆
- Organizer
  電気・電子・情報関係学会東海支部連合大会
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] γクロスエントロピーを用いたロバストVAEの提案2023
- Author(s)
  梶大介，小林真佐大，渡辺一帆
- Organizer
  情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] Rate-distortion theoretical views of Bayesian learning coefficients2023
- Author(s)
  Kazuho Watanabe
- Organizer
  IMSI Workshop: Bayesian Statistics and Statistical Learning
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] Approximate Empirical Bayes Estimation of the Regularization Parameter in l1 Trend Filtering2022
- Author(s)
  Akiharu Omae, Kazuho Watanabe
- Organizer
  IEEE International Symposium on Information Theory
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] 変分近似による L1 トレンドフィルタリングの超パラメータ推定2021
- Author(s)
  大前昭晴, 渡辺一帆
- Organizer
  第44回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] Unbiased Estimation Equation under f-Separable Bregman Distortion Measures2021
- Author(s)
  Masahiro Kobayashi, Kazuho Watanabe
- Organizer
  IEEE Information Theory Workshop (ITW2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] Statistical Learning of the Insensitive Parameter in Support Vector Models2021
- Author(s)
  Kazuho Watanabe
- Organizer
  IEEE International Symposium on Information Theory (ISIT2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] Rate-distortion theoretic interpretation of Bayesian learning coefficients2020
- Author(s)
  Kazuho Watanabe
- Organizer
  Information Theory and Applications Workshop
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] Discrete Optimal Reconstruction Distributions for Itakura-Saito Distortion Measure2020
- Author(s)
  Kazuho Watanabe
- Organizer
  IEEE International Symposium on Information Theory (ISIT2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] Multi-Decoder RNN Autoencoder Based on Variational Bayes Method2020
- Author(s)
  Daisuke Kaji, Kazuho Watanabe, Masahiro Kobayashi
- Organizer
  IEEE International Joint Conference on Neural Networks (IJCNN2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] f分離可能ブレグマン歪み尺度に基づくロバストな非負値行列分解2019
- Author(s)
  小林真佐大, 渡辺一帆
- Organizer
  第42回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] Discreteness of Optimal Reconstruction Distributions in Lossy Compression under Itakura-Saito Distortion2019
- Author(s)
  渡辺一帆
- Organizer
  第42回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] f分離可能Bregman歪み尺度における推定方程式の不偏性と推定量の性質2019
- Author(s)
  小林真佐大, 渡辺一帆
- Organizer
  電子情報通信学会情報理論研究会
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] ε不感応損失関数におけるεパラメータの推定量とその性質2019
- Author(s)
  沖本卓也, 渡辺一帆
- Organizer
  電気・電子・情報関係学会東海支部連合大会
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] Unbiased Estimation Equation Under f-separable Extension of Squared and Itakura-Saito Distances2019
- Author(s)
  Masahiro Kobayashi, Kazuho Watanabe
- Organizer
  Data Science, Statistics and Visualization (DSSV)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-19K11825
[Presentation] レート歪み関数と最適再構成分布2019
- Author(s)
  渡辺一帆
- Organizer
  電子情報通信学会総合大会
- Invited
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] 3パラメータGroup Lassoモデルにおける経験ベイズ解の解析2018
- Author(s)
  吉田司，渡辺一帆
- Organizer
  第21回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] ディリクレ過程平均法のf分離可能ひずみ尺度への拡張とロバスト性の解析2018
- Author(s)
  小林真佐大，渡辺一帆
- Organizer
  第41回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] 混合分布に基づく正則化による DNN 音響モデルのサイズ削減2018
- Author(s)
  森谷崇史，吉田司，渡辺一帆，篠原雄介，山口義和，青野裕司
- Organizer
  日本音響学会2018年秋季研究発表会
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] Sparse regression code with sparse dictionary for absolute error criterion2018
- Author(s)
  Ryota Konabe, Kazuho Watanabe
- Organizer
  IEEE International Symposium on Information Theory
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] ミニマックス戦略による変動ベルヌーイ過程のオンライン予測2018
- Author(s)
  小永吉健太，渡辺一帆
- Organizer
  第21回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] f平均によるディリクレ過程平均法の一般化と影響関数の解析2018
- Author(s)
  小林真佐大，渡辺一帆
- Organizer
  第21回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] Making Many-to-Many Parallel Coordinate Plots Scalable by Asymmetric Biclustering2017
- Author(s)
  Hsiang-Yun Wu, Yusuke Niibe, Kazuho Watanabe, Shigeo Takahashi, Makoto Uemura, Issei Fujishiro
- Organizer
  The 10th IEEE Pacific Visualization Symposium (PacificVis 2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] Rate-Distortion Tradeoffs under Kernel-Based Distortion Measures2017
- Author(s)
  Kazuho Watanabe
- Organizer
  The 2017 IEEE International Symposium on Information Theory (ISIT 2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] Making Many-to-Many Parallel Coordinate Plots Scalable by Asymmetric Biclustering2017
- Author(s)
  Hsiang-Yun Wu, Yusuke Niibe, Kazuho Watanabe, Shigeo Takahashi, Makoto Uemura, Issei Fujishiro
- Organizer
  10th IEEE Pacific Visualization Symposium
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] Making many-to-many parallel coordinate plots scalable by asymmetric biclustering2017
- Author(s)
  Hsiang-Yun Wu, Yusuke Niibe, Kazuho Watanabe, Shigeo Takahashi, Makoto Uemura, and Issei Fujishiro
- Organizer
  10th IEEE Pacific Visualization Symposium (PacificVis 2017)
- Place of Presentation
  Seoul, Korea
- Year and Date
  2017-04-18
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] Rate-Distortion Dimension and Bayesian Learning Coefficient2017
- Author(s)
  Kazuho Watanabe
- Organizer
  The 10th Workshop on Information Theoretic Methods in Science and Engineering (WITMSE 2017)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] 角転送行列繰り込み群法を用いた格子状マルコフ確率場の計算手法の提案2017
- Author(s)
  吉田智晴, 渡辺一帆, 梅村恭司
- Organizer
  電子情報通信学会情報論的学習理論と機械学習研究会
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] Rate-distortion tradeoffs under kernel-based distortion measures2017
- Author(s)
  Kazuho Watanabe
- Organizer
  IEEE International Symposium on Information Theory
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] Rate-distortion dimension and Bayesian learning coefficient2017
- Author(s)
  Kazuho Watanabe
- Organizer
  Workshop on Information Theoretic Methods in Science and Engineering
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] Rate-distortion dimension and Bayesian learning coefficient2017
- Author(s)
  Kazuho Watanabe
- Organizer
  2017 Workshop on Information Theoretic Methods in Science and Engineering
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02825
[Presentation] L1正則化における経験ベイズ推定解の解析2017
- Author(s)
  吉田司，渡辺一帆
- Organizer
  第40回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] レート歪み理論に基づいた絶対誤差基準のためのスパース回帰符号2017
- Author(s)
  小鍋涼太，渡辺一帆
- Organizer
  第40回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] レート歪み理論と一般化事後分布2017
- Author(s)
  渡辺一帆
- Organizer
  統計的モデリングと計算アルゴリズムの数理と展開
- Place of Presentation
  愛知県名古屋市
- Year and Date
  2017-02-18
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] Rate-distortion tradeoffs under kernel-based distortion measures2017
- Author(s)
  Kazuho Watanabe
- Organizer
  2017 IEEE International Symposium on Information Theory (ISIT2017)
- Place of Presentation
  Aachen, Germany
- Year and Date
  2017-06-25
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] ディリクレ過程平均法の最大歪みを含む一般化尺度への拡張2017
- Author(s)
  小林真佐大，渡辺一帆
- Organizer
  第40回情報理論とその応用シンポジウム
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] 角転送行列を用いた格子状マルコフ確率場の厳密計算2017
- Author(s)
  吉田智晴, 渡辺一帆, 梅村恭司
- Organizer
  電子情報通信学会情報論的学習理論と機械学習研究会
- Place of Presentation
  東京都目黒区
- Year and Date
  2017-03-06
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] オンライン型t-SNEによる分布構造変化の抽出2017
- Author(s)
  梶大介，小林真佐大，渡辺一帆
- Organizer
  電子情報通信学会情報論的学習理論と機械学習研究会
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] Constant-width rate-distortion bounds for power distortion measures2016
- Author(s)
  Kazuho Watanabe
- Organizer
  IEEE Information Theory Workshop (ITW2016)
- Place of Presentation
  Cambridge, U.K.
- Year and Date
  2016-09-11
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] 変分ベイズ法を用いたクラスタ構造変化の抽出2016
- Author(s)
  梶大介，渡辺一帆
- Organizer
  情報論的学習理論ワークショップ
- Place of Presentation
  京都府京都市
- Year and Date
  2016-11-16
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] Rate-distortion theoretic views of learning problems2016
- Author(s)
  Kazuho Watanabe
- Organizer
  2016 Workshop on Information Theoretic Methods in Science and Engineering
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16H02825
[Presentation] スパースな辞書を用いたL1誤差基準のための有歪圧縮2016
- Author(s)
  小鍋涼太，渡辺一帆
- Organizer
  第３９回情報理論とその応用シンポジウム
- Place of Presentation
  岐阜県高山市
- Year and Date
  2016-12-13
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] TimeTubes: Design of a Visualization Tool for Time-Dependent, Multivariate Blazar Datasets2016
- Author(s)
  Longyin Xu, Masanori Nakayama, Hsiang-Yun Wu, Kazuho Watanabe, Shigeo Takahashi, Makoto Uemura, Issei Fujishiro
- Organizer
  NICOGRAPH International 2016
- Place of Presentation
  Hangzhou (China)
- Year and Date
  2016-07-06
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] Constant-Width Rate-Distortion Bounds for Power Distortion Measures2016
- Author(s)
  Kazuho Watanabe
- Organizer
  IEEE Information Theory Workshop 2016
- Place of Presentation
  Cambridge (United Kingdom)
- Year and Date
  2016-09-11
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] MDLの効率的計算のための事前分布設定2016
- Author(s)
  渡辺一帆
- Organizer
  電子情報通信学会総合大会
- Place of Presentation
  九州大学
- Year and Date
  2016-03-15
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] 角転送行列繰り込み群法の格子状マルコフ確率場への適用2016
- Author(s)
  吉田智晴, 渡辺一帆, 梅村恭司
- Organizer
  情報論的学習理論ワークショップ
- Place of Presentation
  京都府京都市
- Year and Date
  2016-11-16
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] レート歪み理論によるディリクレ過程平均法の閾値パラメータ解釈2016
- Author(s)
  小林真佐大，渡辺一帆
- Organizer
  電子情報通信学会総合大会
- Place of Presentation
  九州大学
- Year and Date
  2016-03-15
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] MDLの効率的計算のための事前分布設定2016
- Author(s)
  渡辺一帆
- Organizer
  電子情報通信学会総合大会（チュートリアルセッション「記述長最小原理の新展開」）
- Place of Presentation
  九州大学（福岡県・福岡市）
- Year and Date
  2016-03-15
- Invited
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] ブレーザーで観測される偏光の時間変動の3次元可視化2016
- Author(s)
  植村誠, 伊藤亮介, Longyin Xu, 中山雅紀, Hsiang-Yun Wu, 渡辺一帆, 高橋成雄, 藤代一成
- Organizer
  日本天文学会2016年秋季年会
- Place of Presentation
  愛媛大学城北キャンパス（愛媛県・松山市）
- Year and Date
  2016-09-14
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] ネットワーク表現を用いた多次元データ視覚解析2016
- Author(s)
  高橋成雄，Hsiang-Yun Wu，渡辺一帆，藤代一成
- Organizer
  文部科学省科学研究費補助金新学術領域研究「スパースモデリングの深化と高次元データ駆動科学の創成」2016年度公開シンポジウム
- Place of Presentation
  慶應義塾大学三田キャンパス（東京都・港区）
- Year and Date
  2016-12-19
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] ディリクレ過程平均法における歪み尺度の一般化2016
- Author(s)
  小林真佐大，渡辺一帆
- Organizer
  第３９回情報理論とその応用シンポジウム
- Place of Presentation
  岐阜県高山市
- Year and Date
  2016-12-13
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] High-dimensional data-driven approach to type Ia supernovae: Variable selection for the peak luminosity and classification2016
- Author(s)
  Makoto Uemura, Kazuho Watanabe, Hsiang-Yun Wu, Shigeo Takahashi, Issei Fujishiro
- Organizer
  Supervovae Through the Ages 2016
- Place of Presentation
  Easter Island (Chile)
- Year and Date
  2016-08-09
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] Rate-distortion Theoretic Views of Learning Problems2016
- Author(s)
  Kazuho Watanabe
- Organizer
  9th Workshop on Information Theoretic Methods in Science and Engineering
- Place of Presentation
  Helsinki (Finland)
- Year and Date
  2016-09-19
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] Rate-distortion theoretic views of learning problems2016
- Author(s)
  Kazuho Watanabe
- Organizer
  2016 Workshop on Information Theoretic Methods in Science and Engineering
- Place of Presentation
  Helsinki, Finland
- Year and Date
  2016-09-19
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] TimeTubes: Visualization of polarization variations in blazars2016
- Author(s)
  Makoto Uemura, Longyin Xu, Masanori Nakayama, Hsiang-Yun Wu, Kazuho Watanabe, Shigeo Takahashi, Issei Fujishiro
- Organizer
  Blazars through Shapr Multi-Wavelength Eyes
- Place of Presentation
  Malaga (Spain)
- Year and Date
  2016-05-30
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] Biclustering high-dimensional data for correlated subspace mining2015
- Author(s)
  Kazuho Watanabe, Hsiang-Yun Wu, Yusuke Niibe, Shigeo Takahashi, Issei Fujishiro
- Organizer
  IEEE Pacific Visualization Symposium 2015
- Place of Presentation
  Hangzhou (China)
- Year and Date
  2015-04-14
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] Rate-distortion bounds for distortion measures with kernel feature mapping2015
- Author(s)
  渡辺一帆
- Organizer
  第38回情報理論とその応用シンポジウム
- Place of Presentation
  下電ホテル（岡山県・倉敷市）
- Year and Date
  2015-11-24
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] バイクラスタリングの対話型可視化ツールを用いたIa 型超新星の分類2015
- Author(s)
  植村誠, 前田啓一, Hsiang-Yun Wu, 渡辺一帆, 高橋成雄, 藤代一成
- Organizer
  日本天文学会2015年秋季年会
- Place of Presentation
  甲南大学（兵庫県・神戸市）
- Year and Date
  2015-09-09
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] Rate-distortion analysis for kernel-based distortion measures2015
- Author(s)
  Kazuho Watanabe
- Organizer
  Workshop on Information Theoretic Methods in Science and Engineering
- Place of Presentation
  Copenhagen, Denmark
- Year and Date
  2015-06-24
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] Rate-distortion bounds for distortion measures with kernel feature mapping2015
- Author(s)
  渡辺一帆
- Organizer
  第38回情報理論とその応用シンポジウム
- Place of Presentation
  岡山県倉敷市
- Year and Date
  2015-11-24
- Data Source
  KAKENHI-PROJECT-15K16050
[Presentation] Making many-to-many parallel coordinate plots scalable by asymmetric biclustering2015
- Author(s)
  Yusuke Niibe, Hsiang-Yun Wu, Kazuho Watanabe, Shigeo Takahashi, Issei Fujishiro
- Organizer
  International Meeting on High-Dimensional Data-Driven Science 2015
- Place of Presentation
  Mielparque (Kyoto, Kyoto)
- Year and Date
  2015-12-14
- Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] Rate-distortion analysis for kernel-based distortion measures2015
- Author(s)
  Kazuho Watanabe
- Organizer
  8th Workshop on Information Theoretic Methods in Science and Engineering
- Place of Presentation
  Copenhagen (Denmark)
- Year and Date
  2015-06-24
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] ガウス過程識別器に基づく視線行動からの運転熟練者と非熟練者の識別2015
- Author(s)
  張祖杰，久保孝富，渡辺仁，池田和司，柴田智広，坂東誉司，人見謙太郎，江川万寿三
- Organizer
  計測自動制御学会システム・情報部門学術講演会
- Place of Presentation
  函館アリーナ（北海道函館市）
- Year and Date
  2015-11-18
- Data Source
  KAKENHI-PROJECT-25280083
[Presentation] Bayesian Properties of Normalized Maximum Likelihood and its Fast Computation2014
- Author(s)
  A. R. Barron, T. Roos, K. Watanabe
- Organizer
  2014 IEEE International Symposium on Information Theory
- Place of Presentation
  Hawaii Convention Center, Honolulu, Hawaii, USA
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] Rate-Distortion Bounds for an Epsilon-Insensitive Distortion Measure2013
- Author(s)
  K. Watanabe
- Organizer
  IEEE Information Theory Workshop
- Place of Presentation
  School of Engineering, University of Seville, Sevilla, Spain
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] Vector Quantization Using Mixture of Epsilon-Insensitive Components2013
- Author(s)
  K. Watanabe
- Organizer
  2013International Conference on Neural Information Processing
- Place of Presentation
  EXCO (Daegu Exhibition & Convention Center), Daegu, Korea
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] Rate-Distortion Function for Gamma Sources under Absolute-Log Distortion Measure2013
- Author(s)
  K. Watanabe, S. Ikeda
- Organizer
  2013 IEEE International Symposium on Information Theory
- Place of Presentation
  Istanbul Convention & Exhibition Center (ICEC) , Istanbul, Turkey
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] Achievability of Asymptotic Minimax Optimality in Online and Batch Coding2013
- Author(s)
  K. Watanabe, T. Roos, P. Myllymaki
- Organizer
  2013 Workshop on Information Theoretic Methods in Science and Engineering
- Place of Presentation
  東京大学山上会館，文京区，東京都
- Invited
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] Achievability of Asymptotic Minimax Regret in Online and Batch Prediction2013
- Author(s)
  K. Watanabe, T. Roos, P. Myllymaki
- Organizer
  Asian Conference on Machine Learning
- Place of Presentation
  Australian National University, Canberra, Australia
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] Minimum variational stochastic complexity and average generalization error in latent variable models2011
- Author(s)
  K.Watanabe
- Organizer
  Workshop on Information Theoretic Methods in Science and Engineering(招待講演)
- Place of Presentation
  Helsinki, Finland
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] Phase diagrams of a variational Bayesian approach with ARD prior in NIRS-DOT2011
- Author(s)
  A.Miyamoto, K.Watanabe, K.Ikeda, M.Sato
- Organizer
  International Joint Conference on Neural Networks
- Place of Presentation
  San Jose, California, USA
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] 事後分布の局所変分近似における分布間の情報量について2010
- Author(s)
  渡辺一帆
- Organizer
  電子情報通信学会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
  2010-03-10
- Data Source
  KAKENHI-PROJECT-20800012
[Presentation] 階層変分ベイズ法によるNIRS-DOTの逆問題解法2010
- Author(s)
  宮本敦史, 渡辺一帆, 池田和司, 佐藤雅昭
- Organizer
  電子情報通信学会ニューロコンピューティング研究会
- Place of Presentation
  東京都,町田市
- Year and Date
  2010-03-10
- Data Source
  KAKENHI-PROJECT-20800012
[Presentation] 局所変分法を用いた近似ベイズ学習における分布間の情報量2010
- Author(s)
  渡辺一帆
- Organizer
  第54回システム制御情報学会研究発表講演会
- Place of Presentation
  京都リサーチパーク
- Year and Date
  2010-05-19
- Data Source
  KAKENHI-PROJECT-20800012
[Presentation] Information Divergences in Local Variational Approximation of Bayesian Posterior Distribution2010
- Author(s)
  渡辺一帆, 岡田真人, 池田和司
- Organizer
  電子情報通信学会ニューロコンピューティング研究会
- Place of Presentation
  東京都,町田市
- Year and Date
  2010-03-10
- Data Source
  KAKENHI-PROJECT-20800012
[Presentation] 近似ベイズ推定とその応用(チュートリアル講演)2009
- Author(s)
  渡辺一帆
- Organizer
  第24回信号処理シンポジウム
- Place of Presentation
  鹿児島県,鹿児島市
- Year and Date
  2009-11-26
- Data Source
  KAKENHI-PROJECT-20800012
[Presentation] Simultaneous Clustering and Dimensionality Reduction Using Variational Bayesian Mixture Model2009
- Author(s)
  K. Watanabe
- Organizer
  11th IFCS Biennial Conference
- Place of Presentation
  Dresden, Germany
- Year and Date
  2009-03-17
- Data Source
  KAKENHI-PROJECT-20800012
[Presentation] 近似ベイズ推定とその応用例2009
- Author(s)
  渡辺一帆
- Organizer
  第24回信号処理シンポジウム
- Place of Presentation
  鹿児島県, 鹿児島市
- Year and Date
  2009-11-26
- Data Source
  KAKENHI-PROJECT-20800012
[Presentation] Simultaneous Clustering and Dimensionality Reduction using Variational Bayesian Mixture Model2009
- Author(s)
  Kazuho Watanabe
- Organizer
  International Federation of Classification Societies 2009 Conference
- Place of Presentation
  Dresden, Germany
- Year and Date
  2009-03-17
- Data Source
  KAKENHI-PROJECT-20800012
[Presentation] 近似ベイズ推論を用いた発火率推定2008
- Author(s)
  渡辺-帆
- Organizer
  日本神経回路学会
- Place of Presentation
  産業技術総合研究所
- Year and Date
  2008-09-26
- Data Source
  KAKENHI-PROJECT-20800012
[Presentation] Firing rate estimation using an approximate Bayesian method2008
- Author(s)
  Kazuho Watanabe
- Organizer
  International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly (ICONIP2008)
- Place of Presentation
  Auckland, New Zeeland
- Year and Date
  2008-11-27
- Data Source
  KAKENHI-PROJECT-20800012
[Presentation] Clustering on a subspace of exponential family using variational Bayes method2008
- Author(s)
  Kazuho Watanabe
- Organizer
  International Conference on Information Theory and Statistical Learning (ITSL2008)
- Place of Presentation
  Las vegas, USA
- Year and Date
  2008-07-14
- Data Source
  KAKENHI-PROJECT-20800012
[Presentation] 非ガウスデータに関する次元圧縮とクラズタリングの同時最適化と工学的パターン認識への応用2008
- Author(s)
  渡辺一帆
- Organizer
  日本神経回路学会
- Place of Presentation
  産業技術総合研究所
- Year and Date
  2008-09-25
- Data Source
  KAKENHI-PROJECT-20800012
[Presentation] Achievability of asymptotic minimax regret in online and batch prediction
- Author(s)
  Kazuho Watanabe, Teemu Roos, Petri Myllymaki
- Organizer
  Asian Conference on Machine Learning (ACML2013)
- Place of Presentation
  Canberra, Australia
- Year and Date
  2013-11-13 – 2013-11-15
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] Bayesian properties of normalized maximum likelihood and its fast computation
- Author(s)
  Andrew Barron, Teemu Roos, Kazuho Watanabe
- Organizer
  IEEE International Symposium on Information Theory (ISIT2014)
- Place of Presentation
  Honolulu, USA
- Year and Date
  2014-06-29 – 2014-07-04
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] Biclustering Multivariate Data for Correlated Subspace Mining
- Author(s)
  Kazuho Watanabe, Hsiang-Yun Wu, Yusuke Niibe, Shigeo Takahashi, and Issei Fujishiro
- Organizer
  IEEE Pacific Visualization Symposium 2015 (PacificVis 2015)
- Place of Presentation
  Hangzhou, China
- Year and Date
  2015-04-14 – 2015-04-17
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] アクティブ計測とパッシブ計測を用いたパケットロス率推定法
- Author(s)
  宮本敦史, 渡辺一帆, 池田和司
- Organizer
  電子情報通信学会情報論的学習理論と機械学習研究会
- Place of Presentation
  統計数理研究所
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] Rate-distortion function for gamma sources under absolute-log distortion
- Author(s)
  K. Watanabe, S. Ikeda
- Organizer
  情報理論とその応用シンポジウム
- Place of Presentation
  大分県別府市
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] 混合分布のノンパラメトリック推定と最小ダイバージェンス法
- Author(s)
  渡辺一帆，池田思朗
- Organizer
  電子情報通信学会情報論的学習理論と機械学習研究会
- Place of Presentation
  奈良女子大学
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] アクティブ計測とパッシブ計測を用いたネットワークトモグラフィ
- Author(s)
  宮本敦史, 渡辺一帆, 池田和司
- Organizer
  電子情報通信学会情報論的学習理論と機械学習研究会
- Place of Presentation
  奈良女子大学
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] 漸近的ミニマックス性とデータ数の知識の関係について
- Author(s)
  渡辺一帆，テームルース，ペトリミリマキ
- Organizer
  電子情報通信学会情報論的学習理論と機械学習研究会
- Place of Presentation
  名古屋工業大学
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] 自由エネルギーによる潜在変数推定精度の計算法
- Author(s)
  山崎啓介，渡辺一帆，梶大介
- Organizer
  情報論的学習理論ワークショップ
- Place of Presentation
  東京都文京区
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] Analysis of variational Bayesian latent Dirichlet allocation: weaker sparsity than MAP
- Author(s)
  Shinichi Nakajima, Issei Sato, Masashi Sugiyama, Kazuho Watanabe, and Hiroko Kobayashi
- Organizer
  Neural Information Processing Systems (NIPS2014)
- Place of Presentation
  Montreal, Canada
- Year and Date
  2014-12-08 – 2014-12-13
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] 相関に基づくクラスタリングを用いた軸縮約可能な平行座標系
- Author(s)
  能野琴，ウーシャンユン，渡辺一帆，高橋成雄，藤代一成
- Organizer
  情報処理学会第76回全国大会
- Place of Presentation
  東京電機大学東京千住キャンパス，東京都足立区
- Year and Date
  2014-03-11 – 2014-03-13
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] Rate-Distortion Function for Gamma Sources under Absolute-Log Distortion Measure
- Author(s)
  K. Watanabe, S. Ikeda
- Organizer
  IEEE International Symposium on Information Theory
- Place of Presentation
  Istanbul, Turkey
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] Bayesian properties of normalized maximum likelihood and its fast computation
- Author(s)
  Andrew Barron, Teemu Roos, and Kazuho Watanabe
- Organizer
  IEEE International Symposium on Information Theory (ISIT2014)
- Place of Presentation
  Honolulu, USA
- Year and Date
  2014-06-29 – 2014-07-04
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] 付加的計測を用いたネットワークトモグラフィ
- Author(s)
  宮本敦史, 渡辺一帆, 池田和司
- Organizer
  電子情報通信学会ソサイエティ大会
- Place of Presentation
  北海道大学
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] Asymptotic Analysis of Variational Bayesian Latent Dirichlet Allocation
- Author(s)
  Shinichi Nakajima, Issei Sato, Masashi Sugiyama, Kazuho Watanabe, and Hiroko Kobayashi
- Organizer
  情報論的学習理論ワークショップ (IBIS2014)
- Place of Presentation
  名古屋大学
- Year and Date
  2014-11-16 – 2014-12-19
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] ブレグマン情報量を用いたベイズ学習の局所変分近似
- Author(s)
  渡辺一帆，岡田真人，池田和司
- Organizer
  電子情報通信学会ニューロコンピューティング研究会
- Place of Presentation
  神戸大学
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] レート歪み関数と測度の最適化
- Author(s)
  渡辺一帆
- Organizer
  第３７回情報理論とその応用シンポジウム（SITA2014）ワークショップ
- Place of Presentation
  富山県黒部市
- Year and Date
  2014-12-09 – 2014-12-12
- Invited
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] NIRS-DOT のための変分ベイズによる逆問題解法
- Author(s)
  宮本敦史，渡辺一帆，池田和司，佐藤雅昭
- Organizer
  第５５回システム制御情報学会研究発表講演会
- Place of Presentation
  大阪大学
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] Spectral-based contractible parallel coordinates
- Author(s)
  Koto Nohno, Hsiang-Yun Wu, Kazuho Watanabe, Shigeo Takahashi, Issei Fujishiro
- Organizer
  18th International Conference on Information Visualisation (iV2014)
- Place of Presentation
  Paris, France
- Year and Date
  2014-07-15 – 2014-07-18
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] Biclustering multivariate data for correlated subspace mining
- Author(s)
  Kazuho Watanabe, Hsiang-Yun Wu, Yusuke Niibe, Shigeo Takahashi, Issei Fujishiro
- Organizer
  8th IEEE Pacific Visualization Symposium (PacificVis 2015)
- Place of Presentation
  Hangzhou, China
- Year and Date
  2015-04-14 – 2015-04-17
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] Analysis of variational Bayesian latent Dirichlet allocation: weaker sparsity than MAP
- Author(s)
  Shinichi Nakajima, Issei Sato, Masashi Sugiyama, Kazuho Watanabe, Hiroko Kobayashi
- Organizer
  Advances in Neural Information Processing Systems (NIPS2014)
- Place of Presentation
  Montreal, Canada
- Year and Date
  2014-12-08 – 2014-12-13
- Data Source
  KAKENHI-PLANNED-25120014
[Presentation] Packet Loss Rate Estimation with Active and Passive Measurements
- Author(s)
  A. Miyamoto, K. Watanabe, K. Ikeda
- Organizer
  Asia-Pacific Signal and Information Processing Association Annual Summit and Conference
- Place of Presentation
  Hollywood, California, USA
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] Convex formulation for nonparametric estimation of mixing distribution
- Author(s)
  K. Watanabe, S. Ikeda
- Organizer
  Workshop on Information Theoretic Methods in Science and Engineering
- Place of Presentation
  Amsterdam, Netherlands
- Invited
- Data Source
  KAKENHI-PROJECT-23700175
[Presentation] Rate-distortion analysis for an epsilon-insensitive loss function
- Author(s)
  Kazuho Watanabe
- Organizer
  Workshop on Information Theoretic Methods in Science and Engineering (WITMSE2014)
- Place of Presentation
  Honolulu, USA
- Year and Date
  2014-07-05 – 2014-07-07
- Invited
- Data Source
  KAKENHI-PROJECT-23700175

1. Takahashi Shigeo (40292619)

# of Collaborated Projects: 2 results

# of Collaborated Products: 17 results
2. WU Hsiang-Yun

# of Collaborated Projects: 2 results

# of Collaborated Products: 16 results
3. Fujishiro Issei (00181347)

# of Collaborated Projects: 1 results

# of Collaborated Products: 15 results
4. Ikeda Kazushi (10262552)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
5. SAKUMURA Yuichi (50324968)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
6. KUBO Takatomi (20631550)

# of Collaborated Projects: 1 results

# of Collaborated Products: 1 results
7. 有川正俊 (30202758)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. 岡田真人

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
9. 小林真佐大

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
10. 池田思朗

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
11. 植村誠

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

WATANABE KAZUHO 渡辺 一帆

WATANABE Kazuho 渡辺 一帆

Research Projects

Research Products

Co-Researchers

高次元レート歪み理論における最適潜在分布Principal Investigator

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Information Theoretic Interpretation and Design of Generalized Bayesian Learning MethodsPrincipal Investigator

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Dynamic layout optimization for annotated information visualization

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Design Principles of Learning and Inference Models with Optimal Latent DistributionsPrincipal Investigator

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Consolidation of Visualization Platform Toward Facilitating Sparse Modeling

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Extension of nonparametric Bayesian methods to semiparametric models and its applications

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Information-Theoretic View and Development of Kernel-Based Learning MethodsPrincipal Investigator

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Asymptotic analysis of approximate Bayesian inference methodsPrincipal Investigator

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[Book] Variational Bayesian learning theory2019

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[Book] Variational Bayesian Learning Theory2019

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[Journal Article] Unbiased Estimating Equation and Latent Bias Under f-Separable Bregman Distortion Measures2024

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[Journal Article] Approximate Empirical Bayes Estimation of the Regularization Parameter in l1 Trend Filtering2022

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[Journal Article] Statistical Learning of the Insensitive Parameter in Support Vector Models2021

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[Journal Article] Generalized Dirichlet-process-means for f-separable distortion measures2021

WATANABE KAZUHO 渡辺一帆

WATANABE Kazuho 渡辺一帆