iba yukito 伊庭幸人

… Alternative Names

IBA Yukito 伊庭幸人

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Researcher Number	30213200
Other IDs
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Affiliation (Current)	2025: 統計数理研究所, 統計思考院, 外来研究員
Affiliation (based on the past Project Information) *help	2023 – 2025: 統計数理研究所, 統計基盤数理研究系, 教授 2021 – 2022: 統計数理研究所, モデリング研究系, 教授 2013 – 2019: 統計数理研究所, モデリング研究系, 教授 2013 – 2016: 統計数理研究所, 大学共同利用機関等の部局等, 教授 2010 – 2013: 統計数理研究所, モデリング研究系, 准教授 … More 2008: The Institute of Statistical Mathematics, モデリング系, 准教授 2007 – 2008: The Institute of Statistical Mathematics, モデリング研究系, 准教授 2007: The Institute of Statistical Mathematics, Department of Statistical Modeling, Associate Professor 2006: 統計数理研究所, モデリング研究系, 助教授 2005 – 2006: 情報・システム研究機構統計数理研究所, 予測制御研究系, 助教授 1989 – 1990: 統計数理研究所, 統計データ解析センター, 助手 Less
Review Section/Research Field	Principal Investigator Basic Section 61040:Soft computing-related / Soft computing / Sensitivity informatics/Soft computing / Transformative Research Areas, Section (II) Except Principal Investigator Medical and hospital managemen / 統計学 / Mathematical physics/Fundamental condensed matter physics / Statistical science / Intelligent informatics / Intelligent informatics
Keywords	Principal Investigator モンテカルロ法 / アルゴリズム / シミュレーション / 因果推論 / ブートストラップ法 / MCMC / ベイズ統計 / 逐次モンテカルロ法 / 時間逆転 / モンテカルロ … More / 確率計算 / レアイベント / マルコフ連鎖モンテカルロ法 / 機械学習 / 実験計画法 / 情報量規準 / PCIC / WAIC / model selection / Markov chain Monte Carlo / covariate shift / causal inference / Bayesian statistics / 共変量シフト / sensitivity / モデル選択 / 正定値カーネル / 確率微分方程式 / 最尤推定 / 確率過程 / 確率台風モデル / インポータンス・サンプリング / レアイベント・サンプリング / 確率 / 極端事象 / 情報基礎 / 統計力学 / 統計数学 / 数理工学 / プレイメージ生成 / サロゲーション / マルチカノニカル法 / 仮想データ / 確率的情報処理 / マルコフ連鎖 / 時系列 / ダイナミクス / 非線形 / カーネル法 … More Except Principal Investigator 統計的推定 / 希少事象 / 機械学習 / データマイニング / 知識発見 / ビッグデータ解析 / 小児先天性心疾患 / 消化器外科 / 循環器外科 / 小児外科 / 階層ベイズモデリング / 医療の質 / Statistical Software / Filtering / Smoothing / Non-linearity / Non-stationarity / Time Series Analysis / AIC / カルマンフィルター / 状態空間モデル / 非線形システム / フィルタ / フィルタ- / ソフトウェア / フィルター / 平滑化 / 非線形 / 非定常 / 時系列解析 / Statistical Physics / Algorithm / Computational Physics / Condensed matter theory / カオス / 力学系 / 臨界現象 / 交換法 / フラストレーション / 拡張アンサンブル / リエントラント / 相転移 / スピングラス / 稀な事象 / モンテカルロ法 / 拡張アンサンブル法 / 統計物理 / アルゴリズム / 計算物理 / 物性基礎論 / マルコフ連鎖モンテカルロ法 / カーネル法 / ベイズ統計 / 分子設計 / 創薬 / 化学情報学 / 粒子フィルタ / シミュレーション / 次元の呪い / 人工知能 / 超高次元データ / 降雨確率モデル / 河川水流モデル / 大規模洪水 / 希少シナリオ / 確率的シミュレーション / マルコフチェインモンテカルロ / 希少事象シミュレーション / 希少事象解析 / 災害 / 確率モデル Less

揺動散逸定理と応答関数による統計理論の再構成と動的推論への展開Principal Investigator
- Principal Investigator
  
  伊庭幸人
- Project Period (FY)
  2025 – 2026
- Research Category
  
  Grant-in-Aid for Transformative Research Areas (A)
- Review Section
  
  Transformative Research Areas, Section (II)
- Research Institution
  The Institute of Statistical Mathematics
計算統計の観点からのベイズ統計と頻度論の融合Principal Investigator
- Principal Investigator
  
  伊庭幸人
- Project Period (FY)
  2024 – 2028
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  The Institute of Statistical Mathematics
予測概念の多様性に対応した情報量規準の開発：計算統計的アプローチPrincipal Investigator
- Principal Investigator
  
  伊庭幸人
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61040:Soft computing-related
- Research Institution
  The Institute of Statistical Mathematics
Methidology and Applicaton of Eatimation of Quality Indicator Using Hierarchical Bayesian Models
- Principal Investigator
  
  Tachimori Histeru
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Medical and hospital managemen
- Research Institution
  National Center of Neurology and Psychiatry
Applications of time reverse Monte Carlo method and its relation to data analysisPrincipal Investigator
- Principal Investigator
  
  Iba Yukito
- Project Period (FY)
  2016 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Soft computing
- Research Institution
  The Institute of Statistical Mathematics
Development and Application of Statistical Estimation and Simulation for Super High Dimensional Data Space
- Principal Investigator
  
  Washio Takashi
- Project Period (FY)
  2013 – 2016
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
Rare event sampling in high-dimensional dynamical systems and analysis of extreme eventsPrincipal Investigator
- Principal Investigator
  
  Iba Yukito
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Soft computing
- Research Institution
  The Institute of Statistical Mathematics
A machine learning appraoch to data-driven discovery of drug molecules
- Principal Investigator
  
  RYO Yoshida
- Project Period (FY)
  2013 – 2014
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Statistical science
- Research Institution
  The Institute of Statistical Mathematics
Learning Probabilistic Simulation Models for Rare Event/Condition Occurrence
- Principal Investigator
  
  WASHIO Takashi
- Project Period (FY)
  2012 – 2013
- Research Category
  
  Grant-in-Aid for Challenging Exploratory Research
- Research Field
  
  Intelligent informatics
- Research Institution
  Osaka University
fictitious data generation using Markov chain Monte Carlo and application to nonlinear information processingPrincipal Investigator
- Principal Investigator
  
  IBA Yukito
- Project Period (FY)
  2010 – 2012
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Sensitivity informatics/Soft computing
- Research Institution
  The Institute of Statistical Mathematics
Dynamical Analysis of Nonlinear Complex Systems by Machine Learning and Applications in Simulation SciencePrincipal Investigator
- Principal Investigator
  
  IBA Yukito
- Project Period (FY)
  2006 – 2008
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Sensitivity informatics/Soft computing
- Research Institution
  The Institute of Statistical Mathematics
Extended ensemble method and its application to frustrated systems
- Principal Investigator
  
  HUKUSHIMA Koji
- Project Period (FY)
  2005 – 2007
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Mathematical physics/Fundamental condensed matter physics
- Research Institution
  The University of Tokyo
Research on Integrated Time Series Analysis Softwares
- Principal Investigator
  
  KITAGAWA Genshiro
- Project Period (FY)
  1988 – 1990
- Research Category
  
  Grant-in-Aid for Developmental Scientific Research (B).
- Research Field
  
  統計学
- Research Institution
  The Institute of Statistical Mathematics

[Book] 統計科学のフロンティア12『計算統計II』第1部「マルコフ連鎖モンテカルロ法の基礎」(共著)2005
- Author(s)
  伊庭幸人
- Total Pages
  106
- Publisher
  岩波書店
- Data Source
  KAKENHI-PROJECT-17540348
[Journal Article] Posterior Covariance Information Criterion for Weighted Inference.2023
- Author(s)
  Yukito Iba, Keisuke Yano
- Journal Title
  
  Neural Computation
  
  Volume: 35 Issue: 7 Pages: 1340-1361
- DOI
  10.1162/neco_a_01592
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K12067, KAKENHI-PROJECT-23K11024, KAKENHI-PROJECT-19K20222
[Journal Article] Backward Simulation of Stochastic Process Using a Time Reverse Monte Carlo Method2018
- Author(s)
  Shinichi Takayanagi and Yukito Iba
- Journal Title
  
  Journal of the Physical Society of Japan
  
  Volume: 87 Issue: 12 Pages: 124003-124003
- DOI
  10.7566/jpsj.87.124003
- NAID
  210000135036
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K00345
[Journal Article] Multicanonical MCMC for Sampling Rare Events: An Illustrative Review2014
- Author(s)
  Iba Y., Saito N., and Akimasa K.
- Journal Title
  
  Annals of the Institute of Statistical Mathematics
  
  Volume: 66(3) Issue: 3 Pages: 611-645
- DOI
  10.1007/s10463-014-0460-2
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-25240036
[Journal Article] 生体高分子の揺らぎとダイナミクス―シミュレーションと実験の統計解析2014
- Author(s)
  伊庭幸人, 藤崎弘士, 松永康佑
- Journal Title
  
  統計数理
  
  Volume: 62(2) Pages: 163-170
- Open Access
- Data Source
  KAKENHI-PROJECT-25240036
[Journal Article] Multicanonical MCMC for Sampling Rare Events: An Illustrative Review2014
- Author(s)
  Yukito Iba, Nen Saito, and Kitajima Akimasa
- Journal Title
  
  Annals of the Institute of Statistical Mathematics
  
  Volume: 66
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25330299
[Journal Article] Rare Flood Scenario Analysis Using Observed Rain Fall Data2013
- Author(s)
  Takashi Washio and Yukito Iba
- Journal Title
  
  Proc. JSST 2013; International Conference on Simulation Technology
  
  Volume: 巻号なし
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25330299
[Journal Article] マルチカノニカル法によるレアイベントサンプリングとサロゲートデータ生成への応用2011
- Author(s)
  伊庭幸人
- Journal Title
  
  電子情報通信学会技術報告(IBISML)
  
  Volume: 111(87) Pages: 43-50
- NAID
  110008746376
- Data Source
  KAKENHI-PROJECT-22500217
[Journal Article] A Monte Carlo Algorithm for Sampling Rare Events : Application to a Search for the Griffiths Singularity2008
- Author(s)
  K. Hukushima and Y. Iba
- Journal Title
  
  Journal of Physics : Conference Seriese 95
  
  Pages: 12005-12005
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17540348
[Journal Article] A Monte Carlo Algorithm for Sampling Rare Events: Application to a Searth for the Griffiths Singularity2008
- Author(s)
  K. Hukushima and Y. Iba
- Journal Title
  
  Journal of Physics: Conference Seriese 95
  
  Pages: 12005-12005
- Description
  「研究成果報告書概要(和文)」より
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17540348
[Journal Article] A Monte Carlo Algorithm fbr Sampling Rare Evepts: Application to a Search for the Griffiths Singularity2008
- Author(s)
  K. Hukushima and Y. Iba
- Journal Title
  
  Journal of Physics: Conference Seriese 95
  
  Pages: 12005-12005
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17540348
[Journal Article] Detecting generalized synchronization between chaotic signals: a kernel-based approach2006
- Author(s)
  H. Suetani, Y. Iba, K. Aihara
- Journal Title
  
  Journal of Physics A: Mathematical and Genera
  
  Pages: 10723-10742
- Data Source
  KAKENHI-PROJECT-18500184
[Journal Article] Detecting generalized synchronization between chaotic signals : a kernel-based approach2006
- Author(s)
  H.Suetani, Y.Iba, K.Aihara
- Journal Title
  
  Journal of Physics A : Mathematical and General 39
- Data Source
  KAKENHI-PROJECT-18500184
[Journal Article] Exploration of Multi-Dimensional Density of States by Multicanonical Monte Carlo Algorithm2005
- Author(s)
  Y.Iba, H.Takahashi
- Journal Title
  
  Progress of Theoretical Physics Supplement Progress of Theoretical Physics Supplement 157
  
  Pages: 345-348
- NAID
  110001276037
- Data Source
  KAKENHI-PROJECT-17540348
[Journal Article] 力学系における「珍しい現象」のモンテカルロ・サンプリング2005
- Author(s)
  伊庭幸人
- Journal Title
  
  物性研究 85・3
  
  Pages: 416-421
- Data Source
  KAKENHI-PROJECT-17540348
[Presentation] 計算統計の観点からのベイズ統計と頻度論の融合 ― Bayesian IJKとWカーネル2024
- Author(s)
  伊庭幸人
- Organizer
  AI・データ利活用研究会第63回（大阪大学　数理・データ科学教育研究センター）
- Data Source
  KAKENHI-PROJECT-21K12067
[Presentation] 擬ベイズ事後分布に基づく予測評価のための情報量規準2021
- Author(s)
  矢野恵佑, 伊庭幸人
- Organizer
  2021年度統計関連学会連合大会(一般講演).
- Data Source
  KAKENHI-PROJECT-21K12067
[Presentation] タイムトラベルとカオス（及びビリヤードの計算練習）2018
- Author(s)
  伊庭幸人
- Organizer
  学際計算物理学研究会（阪大）
- Data Source
  KAKENHI-PROJECT-16K00345
[Presentation] Rare event sampling using multicanonical MCMC and time-reversed simulation2017
- Author(s)
  Yukito Iba and Shinichi Takayanagi
- Organizer
  Workshop on Simulations Encounter with Data Science - Data Assimilation, Emulators, Rare Events and Design
- Place of Presentation
  統計数理研究所，東京都
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25240036
[Presentation] 時間逆転シミュレーションによるレアイベント・サンプリング2017
- Author(s)
  伊庭幸人
- Organizer
  「非線形科学とその周辺」セミナー
- Place of Presentation
  京都（京都大学情報学研究科）
- Year and Date
  2017-02-17
- Data Source
  KAKENHI-PROJECT-16K00345
[Presentation] Rare event sampling using multicanonical MCMC and time-reversed simulation2017
- Author(s)
  Iba, Y. and Takayanagi, S.
- Organizer
  Simulations Encounter with Data Science
- Place of Presentation
  東京（統計数理研究所）
- Year and Date
  2017-03-09
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K00345
[Presentation] Sampling time-reversed path ensembles2016
- Author(s)
  Yukito Iba and Shinichi Takayanagi
- Organizer
  Topics in Advanced Monte Carlo Methods
- Place of Presentation
  東京（統計数理研究所）
- Year and Date
  2016-03-09
- Data Source
  KAKENHI-PROJECT-25330299
[Presentation] Rare event sampling using Markov chain Monte Carlo and sequential Monte Carlo2015
- Author(s)
  Iba Y.
- Organizer
  Rare Event Sampling and Related Topics II
- Place of Presentation
  統計数理研究所（東京都立川市）
- Year and Date
  2015-03-27
- Data Source
  KAKENHI-PROJECT-25240036
[Presentation] Sampling time-reversed path ensembles using sequential Monte Carlo2015
- Author(s)
  Takayanagi S., and Iba Y.
- Organizer
  Rare Event Sampling and Related Topics II
- Place of Presentation
  統計数理研究所（東京都立川市）
- Year and Date
  2015-03-27
- Data Source
  KAKENHI-PROJECT-25240036
[Presentation] Sampling time-reversed path ensembles using sequential Monte Carlo2015
- Author(s)
  Shinichi Takayanagi, Yukito Iba
- Organizer
  研究会 Rare Event Sampling and Related Topics II
- Place of Presentation
  統計数理研究所（東京・立川）
- Year and Date
  2015-03-27
- Data Source
  KAKENHI-PROJECT-25330299
[Presentation] Rare event sampling using multicanonical MCMC and time-reversed simulation2015
- Author(s)
  Yukito Iba
- Organizer
  Rare Event Sampling and Related Topics III
- Place of Presentation
  東京（統計数理研究所）
- Year and Date
  2015-11-12
- Data Source
  KAKENHI-PROJECT-25330299
[Presentation] 粒子モンテカルロ法による時間逆転シミュレーション2014
- Author(s)
  高柳慎一，伊庭幸人
- Organizer
  第17回情報論的学習理論ワークショップ（IBIS14）
- Place of Presentation
  名古屋工業大学（名古屋）
- Year and Date
  2014-11-18
- Data Source
  KAKENHI-PROJECT-25330299
[Presentation] 粒子モンテカルロ法による時間逆転シミュレーション2014
- Author(s)
  伊庭幸人, 高柳慎一
- Organizer
  IBIS2014
- Place of Presentation
  名古屋工業大学（愛知県名古屋市）
- Year and Date
  2014-11-18
- Data Source
  KAKENHI-PROJECT-25240036
[Presentation] Rare Flood Scenario Analysis Using Observed Rain Fall Data2013
- Author(s)
  Takashi Washio and Yukito Iba
- Organizer
  JSST 2013; International Conference on Simulation Technology
- Place of Presentation
  東京
- Data Source
  KAKENHI-PROJECT-24650069
[Presentation] Rare Flood Scenario Analysis Using Observed Rain Fall Data2013
- Author(s)
  T. Washio and Y. Iba
- Organizer
  Proc. of JSST 2013; International Conf- erence on Simulation Technology
- Place of Presentation
  Tokyo
- Year and Date
  2013-09-12
- Data Source
  KAKENHI-PROJECT-24650069
[Presentation] 分子設計のカーネル逆像問題について:医薬品開発への応用2012
- Author(s)
  吉田亮山下博史伊庭幸人
- Organizer
  日本統計学会
- Place of Presentation
  札幌
- Year and Date
  2012-09-10
- Data Source
  KAKENHI-PROJECT-22500217
[Presentation] Preimage analysis of chemical structures2012
- Author(s)
  Hiroshi Yamashita, Ryo Yoshida, Yukito Iba
- Organizer
  Bayesian Inference and Stochastic Computation 2012 workshop (BayesComp2012)
- Place of Presentation
  Tokyo
- Year and Date
  2012-06-23
- Data Source
  KAKENHI-PROJECT-22500217
[Presentation] Sampling rare events using multicanonical MCMC2012
- Author(s)
  Yukito Iba
- Organizer
  Bayesian Inference and Stochastic Computation 2012 workshop (BayesComp2012)
- Place of Presentation
  Tokyo
- Year and Date
  2012-06-22
- Data Source
  KAKENHI-PROJECT-22500217
[Presentation] 創薬を支援するデータ駆動型化合物設計2012
- Author(s)
  山下博史吉田亮伊庭幸人
- Organizer
  15回情報論的学習理論ワークショップ IBIS2012
- Place of Presentation
  東京
- Year and Date
  2012-11-08
- Data Source
  KAKENHI-PROJECT-22500217
[Presentation] マルチカノニカル法によるレアイベントサンプリングとサロゲートデータ生成への応用2011
- Author(s)
  伊庭幸人
- Organizer
  第5回情報論的学習理論と機械学習研究会(IBISML)
- Place of Presentation
  東京大学本郷キャンパス
- Year and Date
  2011-06-21
- Data Source
  KAKENHI-PROJECT-22500217
[Presentation] マルチカノニカル法とレアイベント生成について2011
- Author(s)
  伊庭幸人
- Organizer
  仮想データ生成とその周辺:逆像問題,サロゲーション,秘匿(研究会)
- Place of Presentation
  統計数理研究所(立川)
- Year and Date
  2011-01-07
- Data Source
  KAKENHI-PROJECT-22500217
[Presentation] レアイベントサンプリングに関する2,3の話題2011
- Author(s)
  伊庭幸人
- Organizer
  統計数理研究所共同研究集会「マルコフ連鎖モンテカルロ法とその周辺」
- Place of Presentation
  統計数理研究所(立川)
- Year and Date
  2011-01-11
- Data Source
  KAKENHI-PROJECT-22500217
[Presentation] マルチカノニカル法によるサロゲートデータ生成2011
- Author(s)
  伊庭幸人
- Organizer
  日本物理学会2011年秋季大会
- Place of Presentation
  富山大学五福キャンパス
- Year and Date
  2011-09-22
- Data Source
  KAKENHI-PROJECT-22500217
[Presentation] マルチカノニカル法とレアイベント生成について2011
- Author(s)
  伊庭幸人
- Organizer
  研究会「仮想データ生成とその周辺: 逆像問題,サロゲーション,秘匿
- Place of Presentation
  統計数理研究所(立川)
- Year and Date
  2011-01-07
- Data Source
  KAKENHI-PROJECT-22500217
[Presentation] レアイベントサンプリングに関する2,3の話題2011
- Author(s)
  伊庭幸人
- Organizer
  マルコフ連鎖モンテカルロ法とその周辺(統計数理研究所共同研究集会)
- Place of Presentation
  統計数理研究所(立川)
- Year and Date
  2011-01-11
- Data Source
  KAKENHI-PROJECT-22500217
[Presentation] 緩和モード解析の改良2009
- Author(s)
  伊庭幸人
- Organizer
  日本物理学会大会64回年次大会
- Place of Presentation
  立教大学(東京)
- Year and Date
  2009-03-30
- Data Source
  KAKENHI-PROJECT-18500184
[Presentation] 緩和モード解析の改良2009
- Author(s)
  伊庭幸人
- Organizer
  日本物理学会大会第64回年次大会
- Place of Presentation
  立教大学(東京)
- Year and Date
  2009-03-30
- Data Source
  KAKENHI-PROJECT-18500184
[Presentation] Kernel Eigenmode Analysis of time series2009
- Author(s)
  伊庭幸人
- Organizer
  Advanced Monte Carlo Research group 1st Workshop
- Place of Presentation
  統計数理研究所(東京)
- Year and Date
  2009-06-09
- Data Source
  KAKENHI-PROJECT-18500184
[Presentation] カーネル法による緩和モード解析2008
- Author(s)
  伊庭幸人
- Organizer
  日本物理学会第63回年次大会
- Place of Presentation
  近畿大学(東大阪)
- Year and Date
  2008-03-26
- Data Source
  KAKENHI-PROJECT-18500184
[Presentation] 「拡張アンサンブル法によるランダム行列の最大固有値分布」2008
- Author(s)
  斉藤稔, 福島孝治, 伊庭幸人, 菊池誠
- Organizer
  日本物理学会
- Place of Presentation
  近畿大学
- Year and Date
  2008-03-24
- Description
  「研究成果報告書概要(和文)」より
- Data Source
  KAKENHI-PROJECT-17540348
[Presentation] カーネル法による緩和モード解析2008
- Author(s)
  伊庭幸人
- Organizer
  日本物理学会第63回年次大会
- Place of Presentation
  近畿大学 (東大阪)
- Year and Date
  2008-03-26
- Data Source
  KAKENHI-PROJECT-18500184
[Presentation] The largest-eivenvalue distribution of random matrix by extended ensemble method2008
- Author(s)
  N. Saitoh, K. Hukushima, Y. Iba, M. Kikuchi
- Organizer
  The annual meeting of the JPSJ
- Place of Presentation
  Kinki University
- Year and Date
  2008-03-24
- Description
  「研究成果報告書概要(欧文)」より
- Data Source
  KAKENHI-PROJECT-17540348
[Presentation] カーネル法によるマルコフ連鎖の遷移行列の固有値解析2007
- Author(s)
  伊庭幸人
- Organizer
  統計数理研究所研究会非線形科学と統計科学の対話
- Place of Presentation
  統計数理研究所(東京)
- Year and Date
  2007-11-28
- Data Source
  KAKENHI-PROJECT-18500184
[Presentation] Surrogate Data via Multicanonical Monte Carlo
- Author(s)
  Yukito Iba
- Organizer
  US-Japan workshop MONA: Modeling Neural Activity in 2013
- Place of Presentation
  リフェ（ハワイ）
- Data Source
  KAKENHI-PROJECT-25330299
[Presentation] Rare Flood Scenario Analysis Using Observed Rain Fall Data
- Author(s)
  Takashi Washio and Yukito Iba
- Organizer
  International Conference on Simulation Technology
- Place of Presentation
  東京
- Data Source
  KAKENHI-PROJECT-25330299
[Presentation] 分子設計のカーネル逆像問題について：医薬品開発への応用
- Author(s)
  吉田亮　山下博史　伊庭幸人
- Organizer
  日本統計学会
- Place of Presentation
  札幌
- Data Source
  KAKENHI-PROJECT-22500217
[Presentation] Multicanonical Sampling of Rare Events
- Author(s)
  Yukito Iba
- Organizer
  Rare Event Sampling and Related Topics I
- Place of Presentation
  東京
- Data Source
  KAKENHI-PROJECT-25330299
[Presentation] Preimage analysis of chemical structures
- Author(s)
  Hiroshi Yamashita, Ryo Yoshida, Yukito Iba
- Organizer
  Bayesian Inference and Stochastic Computation 2012 workshop (BayesComp2012)
- Place of Presentation
  Tokyo
- Data Source
  KAKENHI-PROJECT-22500217
[Presentation] 創薬を支援するデータ駆動型化合物設計
- Author(s)
  山下博史　吉田亮　伊庭幸人
- Organizer
  第15回情報論的学習理論ワークショップ(IBIS2012)
- Place of Presentation
  東京
- Data Source
  KAKENHI-PROJECT-22500217

1. AKAHO Shotaro (40356340)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
2. WASHIO Takashi (00192815)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
3. SHIMIZU Shohei (10509871)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
4. KAWAHARA Yoshinobu (00514796)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
5. 矢野恵佑 (20806070)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
6. INOGUCHI Akihiro (70452456)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. RYO Yoshida (70401263)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. HUKUSHIMA Koji (80282606)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
9. KITAGAWA Genshiro (20000218)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. HIGUCHI Tomoyuki (70202273)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. SAKAMOTO Yoshiyuki (50000211)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. TAMURA Yoshiyasu (60150033)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. Tachimori Histeru (60342929)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. Michael E.Houle (90399270)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
15. 宮田裕章 (70409704)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. 大久保祐作 (60871100)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
17. Ting Kai Ming

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

iba yukito 伊庭 幸人

IBA Yukito 伊庭 幸人

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揺動散逸定理と応答関数による統計理論の再構成と動的推論への展開Principal Investigator

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計算統計の観点からのベイズ統計と頻度論の融合Principal Investigator

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予測概念の多様性に対応した情報量規準の開発：計算統計的アプローチPrincipal Investigator

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Methidology and Applicaton of Eatimation of Quality Indicator Using Hierarchical Bayesian Models

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Applications of time reverse Monte Carlo method and its relation to data analysisPrincipal Investigator

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Development and Application of Statistical Estimation and Simulation for Super High Dimensional Data Space

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Rare event sampling in high-dimensional dynamical systems and analysis of extreme eventsPrincipal Investigator

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A machine learning appraoch to data-driven discovery of drug molecules

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Learning Probabilistic Simulation Models for Rare Event/Condition Occurrence

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fictitious data generation using Markov chain Monte Carlo and application to nonlinear information processingPrincipal Investigator

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Dynamical Analysis of Nonlinear Complex Systems by Machine Learning and Applications in Simulation SciencePrincipal Investigator

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Extended ensemble method and its application to frustrated systems

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Research on Integrated Time Series Analysis Softwares

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iba yukito 伊庭幸人

IBA Yukito 伊庭幸人