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J-GLOBAL ID：200901052189192175   Update date: Feb. 01, 2024

Shimodaira Hidetoshi

シモダイラ ヒデトシ | Shimodaira Hidetoshi
Affiliation and department：
Kyoto University Graduate School of Informatics

About Kyoto University Graduate School of Informatics


Job title： Professor
Other affiliations (1)：
  • RIKEN Center for Advanced Integrated Intelligence Research  Visiting Scholar
Homepage URL  (1)： http://stat.sys.i.kyoto-u.ac.jp
Research field  (1)： Statistical science
Research keywords  (6)： Mathematical Statistics ,  Machine Learning ,  バイオインフォマティクス ,  統計科学 ,  Bioinformatics ,  Statistics
Research theme for competitive and other funds  (16)：
  • 2022 - 2027 Fronteers of Data Science by Probabilistic Description and Inference of Dynamics
  • 2023 - 2026 事前分布を活用する頻度論的推論
  • 2020 - 2024 Research and development of nonlinear Selective Inference for high-dimensional and small number of samples data
  • 2020 - 2023 多ドメイン関連性データのグラフ埋め込みによる表現学習
  • 2016 - 2020 Multivariate analysis of multi-domain data considering the association between data vectors
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Papers (74)：
  • Hiroaki Yamagiwa, Momose Oyama, Hidetoshi Shimodaira. Discovering Universal Geometry in Embeddings with ICA. 2023
  • Yihua Zhu, Hidetoshi Shimodaira. 3D Rotation and Translation for Hyperbolic Knowledge Graph Embedding. 2023
  • Terada, Y., Shimodaira, H. Selective inference after feature selection via multiscale bootstrap. Annals of the Institute of Statistical Mathematics. 2023. 75. 1
  • Momose Oyama, Sho Yokoi, Hidetoshi Shimodaira. Norm of Word Embedding Encodes Information Gain. 2022
  • Hiroaki Yamagiwa, Sho Yokoi, Hidetoshi Shimodaira. Improving word mover's distance by leveraging self-attention matrix. CoRR. 2022. abs/2211.06229
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MISC (113)：
  • 山際宏明, 横井祥, 横井祥, 下平英寿, 下平英寿. Self-Attention行列を用いた最適輸送距離に基づく言い換え識別. 統計関連学会連合大会講演報告集 (統計関連学会連合大会報告集). 2022. 2021
  • 大山百々勢, 大, 横井祥, 横井祥, 下平英寿, 下平英寿. 単語分散表現のノルムと意味の強さの情報理論的解釈. 統計関連学会連合大会講演報告集 (統計関連学会連合大会報告集). 2022. 2022
  • 大山百々勢, 大山百々勢, 横井祥, 横井祥, 下平英寿, 下平英寿. 単語ベクトルの長さは意味の強さを表す. 言語処理学会年次大会発表論文集(Web). 2022. 28th
  • CAO Ruixing, CAO Ruixing, 田中卓磨, 田中卓磨, 奥野彰文, 奥野彰文, 下平英寿, 下平英寿. A Study on Regression and Loss Functions for Multiscale k-Nearest Neighbour. 人工知能学会全国大会(Web). 2021. 35th
  • 田中卓磨, 奥野彰文, 奥野彰文, 下平英寿, 下平英寿. Extreme Multi-Label Classification of Images via Multiscale k-Nearest Neighbour. 人工知能学会全国大会(Web). 2021. 35th
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Books (10)：
  • モデル選択 : 予測・検定・推定の交差点
    岩波書店 2018 ISBN:9784007307317
  • Geometry of covariate shift with applications to active learning
    MIT Press 2009 ISBN:9780262170055
  • 書籍 21世紀の統計科学3
    東京大学出版会 2008
  • Dataset Shift in Machine Learning (Neural Information Processing series)
    MIT Press 2008
  • 赤池情報量規準AIC -モデリング・予測・知識発見
    共立出版 2007 ISBN:9784320121904
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Education (2)：
  • 1990 - 1995 The University of Tokyo
  • 1986 - 1990 The University of Tokyo The Faculty of Engineering Department of Mathematical Engineering and Information Physics
Professional career (2)：
  • Doctor of Engineering (The University of Tokyo)
  • Master of Engineering (The University of Tokyo)
Work history (11)：
  • 2022/04 - 現在 RIKEN Center for Advanced Intelligence Project
  • 2017/04 - 現在 Kyoto University Graduate School of Informatics Professor
  • 2016/09 - 2022/03 RIKEN Center for Advanced Intelligence Project Team Leader
  • 2012/04 - 2017/03 Osaka University Graduate School of Engineering Science Professor
  • 2007/04 - 2012/03 Tokyo Institute of Technology Department of Mathematical and Computing Sciences Associate Professor
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Awards (6)：
  • 2010 - 日本統計学会 研究業績賞
  • 2008 - 計測自動制御学会 著述賞
  • 2006 - Young Scientist Award by Ministry of Education, Culture, Sports, Science and Technology of Japan
  • 2005 - Fujino Prize, Tejima Seiichi Commemorative Foundation
  • 2004 - Tokyo Tech Award for Challenging Research
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Association Membership(s) (3)：
応用統計学会 ,  日本統計学会 ,  日本進化学会
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