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Hara Satoshi  原 聡

ORCIDConnect your ORCID iD *help
Researcher Number 40780721
Other IDs
Affiliation (Current) 2025: 電気通信大学, 大学院情報理工学研究科, 教授
Affiliation (based on the past Project Information) *help 2020 – 2024: 大阪大学, 産業科学研究所, 准教授
2018 – 2019: 大阪大学, 産業科学研究所, 助教
Review Section/Research Field
Principal Investigator
Basic Section 61030:Intelligent informatics-related / Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related / Basic Section 60030:Statistical science-related
Except Principal Investigator
Basic Section 31010:Nuclear engineering-related / Sections That Are Subject to Joint Review: Basic Section60010:Theory of informatics-related , Basic Section60020:Mathematical informatics-related / Basic Section 60020:Mathematical informatics-related / Basic Section 60010:Theory of informatics-related / Basic Section 61030:Intelligent informatics-related / Studies on the Super-Aging Society
Keywords
Principal Investigator
機械学習 / 人工知能 / 説明可能AI / 深層学習 / 能動的評価 / 能動学習 / 解釈性
Except Principal Investigator
機械学習 / 深層学習 / 熱流動 … More / 気液二相流 / 人工知能 / 凝縮 / 熱流体工学 / 原子力工学 / 混相流 / 近似アルゴリズム / 最適化 / 低感度アルゴリズム / 費用分配問題 / 説明法 / 回帰問題 / 協力ゲーム理論 / 説明可能AI / 機械学習の公平性 / 費用配分問題 / 協力ゲーム / マルチモビディティ / 大規模医療データ / マシーンラーニング / 大規模医療データベース / 予測モデル / Multimorbidity / バリデーション / 解釈性の向上 / スパースデータ / データベース研究 / 医療データベース Less
  • Research Projects

    (7 results)
  • Research Products

    (19 results)
  • Co-Researchers

    (10 People)
  •  Desensitization of Algorithms for Decision Making and Knowledge Discovery

    • Principal Investigator
      吉田 悠一
    • Project Period (FY)
      2024 – 2028
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 60010:Theory of informatics-related
      Basic Section 60020:Mathematical informatics-related
      Sections That Are Subject to Joint Review: Basic Section60010:Theory of informatics-related , Basic Section60020:Mathematical informatics-related
    • Research Institution
      National Institute of Informatics
  •  Active Evaluation of Machine Learning ModelsPrincipal Investigator

    • Principal Investigator
      原 聡
    • Project Period (FY)
      2023 – 2027
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61030:Intelligent informatics-related
      Basic Section 60030:Statistical science-related
      Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related
    • Research Institution
      Osaka University
  •  Development of the data-driven thermal-hydraulic analysis using machine learning

    • Principal Investigator
      三輪 修一郎
    • Project Period (FY)
      2022 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 31010:Nuclear engineering-related
    • Research Institution
      The University of Tokyo
  •  Explanation-guided Machine Learning Model DevelopmentPrincipal Investigator

    • Principal Investigator
      Hara Satoshi
    • Project Period (FY)
      2020 – 2023
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 61030:Intelligent informatics-related
    • Research Institution
      Osaka University
  •  Personalized Pricing for Time and Space Sharing Services

    • Principal Investigator
      Hatano Daisuke
    • Project Period (FY)
      2020 – 2023
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Review Section
      Basic Section 61030:Intelligent informatics-related
    • Research Institution
      Institute of Physical and Chemical Research
  •  A Unified Approach for Explaining Deep Neural NetworksPrincipal Investigator

    • Principal Investigator
      Hara Satoshi
    • Project Period (FY)
      2018 – 2020
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 61030:Intelligent informatics-related
    • Research Institution
      Osaka University
  •  Identification of prognostic factors for elderly hospitalized patients with multiple diseases: improving interpretability of machine learning models.

    • Principal Investigator
      Shimizu Sayuri
    • Project Period (FY)
      2018 – 2023
    • Research Category
      Grant-in-Aid for Challenging Research (Exploratory)
    • Review Section
      Studies on the Super-Aging Society
    • Research Institution
      Yokohama City University
      Institute for Health Economics and Policy, Association for Health Economics Rsearch and Social Insurance and Welfare

All 2023 2022 2021 2020 2019 2018

All Presentation Book

  • [Book] データで変える病院経営  第8章 ビッグデータを活用する2022

    • Author(s)
      後藤, 隆久, 原, 広司, 田中, 利樹, 黒木, 淳, 今中, 雄一
    • Total Pages
      286
    • Publisher
      中央経済社,中央経済グループパブリッシング
    • ISBN
      9784502419218
    • Data Source
      KAKENHI-PROJECT-18K18471
  • [Presentation] 少量のラベル付けによる複数モデルの性能比較2023

    • Author(s)
      松浦満, 原聡
    • Organizer
      2023年度人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-23K28146
  • [Presentation] レベル集合推定に基づく二値分類モデルの能動的評価2023

    • Author(s)
      落合拓真, 瀬野圭一朗, 松井孝太, 原聡
    • Organizer
      第26回情報論的学習理論ワークショップ
    • Data Source
      KAKENHI-PROJECT-23K28146
  • [Presentation] Active Model Selection: A Variance Minimization Approach2023

    • Author(s)
      Mitsuru Matsuura, Satoshi Hara
    • Organizer
      NeurIPS 2023 Workshop on Adaptive Experimental Design and Active Learning in the Real World
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K28146
  • [Presentation] 決定損失の期待値と分散を用いた分類モデルの較正2023

    • Author(s)
      宗近康平, 原聡
    • Organizer
      2023年度人工知能学会全国大会
    • Data Source
      KAKENHI-PROJECT-20K19860
  • [Presentation] 分散最小化による能動的モデル選択2023

    • Author(s)
      松浦満, 原聡
    • Organizer
      第26回情報論的学習理論ワークショップ
    • Data Source
      KAKENHI-PROJECT-23K28146
  • [Presentation] Rule Mining for Correcting Classification Models2023

    • Author(s)
      Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi, Yuta Fujishige, Satoshi Hara
    • Organizer
      23rd IEEE International Conference on Data Mining
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K19860
  • [Presentation] Active Testing of Binary Classification Model Using Level Set Estimation2023

    • Author(s)
      Takuma Ochiai, Keiichiro Seno, Kota Matsui, Satoshi Hara
    • Organizer
      NeurIPS 2023 Workshop on Adaptive Experimental Design and Active Learning in the Real World
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-23K28146
  • [Presentation] レベル集合推定に基づく二値分類モデルの能動的評価2023

    • Author(s)
      落合拓真, 瀬野圭一朗, 松井孝太, 原聡
    • Organizer
      第51回IBISML研究会
    • Data Source
      KAKENHI-PROJECT-23K28146
  • [Presentation] Explainable and Local Correction of Classification Models Using Decision Trees2022

    • Author(s)
      Hirofumi Suzuki, Hiroaki Iwashita, Takuya Takagi, Keisuke Goto, Yuta Fujishige, Satoshi Hara
    • Organizer
      The 36th AAAI Conference on Artificial Intelligence
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K19860
  • [Presentation] Evaluation of Similarity-based Explanations2021

    • Author(s)
      Kazuaki Hanawa, Sho Yokoi, Satoshi Hara, Kentaro Inui
    • Organizer
      The 9th International Conference on Learning Representations (ICLR'21)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K19860
  • [Presentation] Characterizing the risk of fairwashing2021

    • Author(s)
      Ulrich Aivodji, Hiromi Arai, Sebastien Gambs, Satoshi Hara
    • Organizer
      Neural Information Processing Systems 34 (NeurIPS'21)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K19860
  • [Presentation] Interpretable Companions for Black-Box Models2020

    • Author(s)
      Danqing Pan, Tong Wang, Satoshi Hara
    • Organizer
      The 23rd International Conference on Artificial Intelligence and Statistics
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18106
  • [Presentation] Faking Fairness via Stealthily Biased Sampling.2020

    • Author(s)
      Kazuto Fukuchi, Satoshi Hara, Takanori Maehara
    • Organizer
      34th AAAI Conference on Artificial Intelligence
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18106
  • [Presentation] Data Cleansing for Models Trained with SGD2019

    • Author(s)
      Satoshi Hara, Atsuhi Nitanda, Takanori Maehara
    • Organizer
      Neural Information Processing Systems
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18106
  • [Presentation] Fairwashing: the risk of rationalization2019

    • Author(s)
      Ulrich Aivodji, Hiromi Arai, Olivier Fortineau, Sebastien Gambs, Satoshi Hara, Alain Tapp
    • Organizer
      36th International Conference on Machine Learning
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18106
  • [Presentation] Predicting the risk of in-hospital Mortality in Adult Community-Acquired Pneumonia Patients with Machine Learning: A Retrospective Analysis of Routinely Collected Health Data2019

    • Author(s)
      Sayuri Shimizu, Satoshi Hara, Kiyohide Fushimi
    • Organizer
      ISPOR Europe 2019 conference
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18471
  • [Presentation] Convex Hull Approximation of Nearly Optimal Lasso Solutions2019

    • Author(s)
      Satoshi Hara, Takanori Maehara
    • Organizer
      16th Pacific Rim International Conference on Artificial Intelligence
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18106
  • [Presentation] Maximally Invariant Data Perturbation as Explanation2018

    • Author(s)
      Satoshi Hara, Kouichi Ikeno, Tasuku Soma, Takanori Maehara
    • Organizer
      2018 ICML Workshop on Human Interpretability in Machine Learning
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K18106
  • 1.  Shimizu Sayuri (60625408)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 2.  Hatano Daisuke (10709728)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 3.  伏見 清秀 (50270913)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 1 results
  • 4.  前原 貴憲 (20751407)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 5.  吉田 悠一 (50636967)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 6.  三輪 修一郎 (00705288)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 7.  Pellegrini Marco (50741360)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 8.  岡本 孝司 (80204030)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 9.  武居 昌宏 (90277385)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 10.  松井 孝太 (50737111)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 3 results

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