Shimodaira Hidetoshi

シモダイラヒデトシ | Shimodaira Hidetoshi

Affiliation and department：
Job title： Professor
Other affiliations (1)：

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. EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. 2023. 4647-4675
Yihua Zhu, Hidetoshi Shimodaira. 3D Rotation and Translation for Hyperbolic Knowledge Graph Embedding. EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. 2023. 1. 1497-1515
Terada, Y., Shimodaira, H. Selective inference after feature selection via multiscale bootstrap. Annals of the Institute of Statistical Mathematics. 2023. 75. 1. 99-125
Momose Oyama, Sho Yokoi, Hidetoshi Shimodaira. Norm of Word Embedding Encodes Information Gain. EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. 2022. 2108-2130
Hiroaki Yamagiwa, Sho Yokoi, Hidetoshi Shimodaira. Improving word mover's distance by leveraging self-attention matrix. CoRR. 2022. abs/2211.06229. 11160-11183

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MISC (120)：

何いん臻, 高瀬侑亮, 石橋陽一, 下平英寿, 下平英寿. 大規模言語モデルにおける幻覚緩和のための単語確率の外挿. 言語処理学会年次大会発表論文集(Web). 2024. 30th
大山百々勢, 大山百々勢, 山際宏明, 下平英寿, 下平英寿. 依存関係の大きさは意味の関連性を表す. 言語処理学会年次大会発表論文集(Web). 2024. 30th
高瀬侑亮, 下平英寿, 下平英寿. Analysis of Mode Connectivity Between Models with Different Hidden Layer Widths. 電子情報通信学会技術研究報告(Web). 2023. 123. 90(NC2023 1-24)
山際宏明, 橋本竜馬, 荒金究, 村上賢, 大山百々勢, 下平英寿, 下平英寿, 岡田眞里子. Analogy Tasks in BioConceptVec using Biological Pathways. 電子情報通信学会技術研究報告(Web). 2023. 123. 90(NC2023 1-24)
橋本竜馬, 下平英寿, 下平英寿. ランジュバンモンテカルロ法を用いた単語埋め込みのベイズ推論. 統計関連学会連合大会講演報告集. 2023. 2023

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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)：

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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