INATSU Yu

写真a

Affiliation Department

Department of Computer Science
Department of Computer Science
Center for Innovative Young Researchers

Title

Assistant Professor

External Link

Degree

  • 博士 (理学) ( 2017.03   広島大学 )

  • 修士 (理学) ( 2014.03   広島大学 )

  • 学士 (理学) ( 2012.03   広島大学 )

 

Papers

  • 乱択GP-UCBアルゴリズムのリグレット解析

    竹野 思温, 稲津 佑, 烏山 昌幸

    信学技報   122 ( 325 )   38 - 45   2022.12

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    Language:English   Publishing type:Research paper (conference, symposium, etc.)  

  • 分布ロバストなパレートフロントの同定問題に対する多目的ベイズ最適化

    稲津 佑, 竹内 一郎

    信学技報   122 ( 325 )   112 - 119   2022.12

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    Authorship:Lead author, Corresponding author   Language:Japanese   Publishing type:Research paper (conference, symposium, etc.)  

  • Bayesian Optimization for Cascade-type Multi-stage Processes Reviewed International journal

    Shunya Kusakawa, Shion Takeno, Yu Inatsu, Kentaro Kutsukake, Shogo Iwazaki, Takashi Nakano, Toru Ujihara, Masayuki Karasuyama, Ichiro Takeuchi

    Neural Computation   34 ( 12 )   2408 - 2431   2022.12

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  • Conditional Selective Inference for Robust Regression and Outlier Detection using Piecewise-Linear Homotopy Continuation Reviewed International journal

    T. Tsukurimichi, Y. Inatsu, V. N. L. Duy and I. Takeuchi

    Annals of the Institute of Statistical Mathematics   74   1197 - 1228   2022.08

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    Language:English   Publishing type:Research paper (scientific journal)  

    DOI: 10.1007/s10463-022-00846-2

    Other Link: https://link.springer.com/article/10.1007/s10463-022-00846-2

  • Bayesian Optimization for Distributionally Robust Chance-constrained Problem Reviewed International journal

    Yu Inatsu, Shion Takeno, Masayuki Karasuyama, Ichiro Takeuchi

    Thirty-ninth International Conference on Machine Learning   2022.07

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    Authorship:Lead author   Language:English   Publishing type:Research paper (international conference proceedings)  

  • More Powerful Selective Inference for K-means clustering with Application to Single Cell Analysis

    IEICE Technical Report   121 ( 321 )   54 - 60   2022.01

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    Language:Japanese   Publishing type:Research paper (conference, symposium, etc.)  

  • Selective Inference for Multi-dimensional Multiple Change-Points

    IEICE Technical Report   121 ( 304 )   25 - 30   2021.12

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    Language:Japanese   Publishing type:Research paper (conference, symposium, etc.)  

  • Bayesian Quadrature Optimization for Probability Threshold Robustness Measure Reviewed International journal

    Shogo Iwazaki, Yu Inatsu, Ichiro Takeuchi

    Neural Computation   2021.10

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  • Active learning for distributionally robust level-set estimation Reviewed

    Yu Inatsu, Shogo Iwazaki, Ichiro Takeuchi

    Thirty-eighth International Conference on Machine Learning   2021.07

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    Authorship:Lead author   Language:English   Publishing type:Research paper (international conference proceedings)  

    Other Link: http://proceedings.mlr.press/v139/inatsu21a.html

  • Active learning for distributionally robust chance-constrained optimization

    121 ( 80 )   47 - 54   2021.06

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    Authorship:Lead author   Language:Japanese   Publishing type:Research paper (conference, symposium, etc.)  

    Other Link: https://www.ieice.org/ken/paper/20210628ACen/

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Presentations

  • 不確実環境下における分布ロバストな多目的ベイズ最適化手法 Invited

    稲津 佑

    研究集会「多変量統計学・統計的モデル選択の新展開」  2023.03 

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    Event date: 2023.03

    Language:Japanese   Presentation type:Public lecture, seminar, tutorial, course, or other speech  

    Venue:広島大学   Country:Japan  

  • ベイズ最適化を用いた実験工程の効率化

    稲津 佑

    技術情報協会セミナー「ベイズ最適化を用いた材料探索、実験計画法とその具体例」  2023.01  株式会社技術情報協会

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    Event date: 2023.01

    Language:Japanese   Presentation type:Public lecture, seminar, tutorial, course, or other speech  

    Venue:オンライン   Country:Japan  

  • 分布ロバストなパレートフロントの同定問題に対する多目的ベイズ最適化

    稲津 佑, 竹内 一郎

    第48回IBISML研究会  2022.12 

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    Event date: 2022.12

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:京都大学   Country:Japan  

  • Regret analysis for randomized GP-UCB algorithm.

    Takeno Shion, Inatsu Yu, Karasuyama Masayuki

    2022.12 

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    Event date: 2022.12

    Presentation type:Oral presentation (general)  

  • Bayesian Optimization for Distributionally Robust Chance-constrained Problem International conference

    Yu Inatsu, Shion Takeno, Masayuki Karasuyama, Ichiro Takeuchi

    Thirty-ninth International Conference on Machine Learning 

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    Event date: 2022.07

    Language:English   Presentation type:Poster presentation  

    Venue:Baltimore Convention Center, Baltimore, Maryland USA  

  • ベイズ最適化を用いた実験工程の効率化 Invited

    稲津 佑

    技術情報協会セミナー「DX導入による実験の効率化と実験自動化・自律化への応用」 

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    Event date: 2022.06

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン開催  

  • 分布的ロバストな確率尺度に対する最大化問題のためのベイズ最適化手法 Invited

    稲津 佑

    科研費シンポジウム 「ベイズ統計の理論と応用」 

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    Event date: 2022.03

    Language:Japanese   Presentation type:Oral presentation (invited, special)  

    Venue:オンライン開催  

  • 分布的ロバストな確率尺度最大化問題に対するベイズ最適化手法 Invited

    稲津 佑

    第6回 統計・機械学習若手シンポジウム 

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    Event date: 2022.02

    Language:Japanese   Presentation type:Oral presentation (general)  

  • K-meansクラスタリングに対するより強力な選択的推論とその単一細胞分析への応用

    佐藤瑞起, 大森夢拓, 稲津 佑, 竹内一郎

    第44回IBISML研究会 

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    Event date: 2022.01

    Language:Japanese   Presentation type:Oral presentation (general)  

  • 多次元系列データにおける変化点検出のための選択的推論

    杉山諒太, 戸田博己, Vo Nguyen Le Duy, 稲津佑, 竹内一郎

    電子情報通信学会 パターン認識・メディア理解研究会(PRMU研究会) 

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    Event date: 2021.12

    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:オンライン開催  

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