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Fukuchi Kazuto  福地 一斗

ORCIDConnect your ORCID iD *help
Researcher Number 30838090
Other IDs
Affiliation (Current) 2025: 筑波大学, システム情報系, 助教
Affiliation (based on the past Project Information) *help 2020 – 2024: 筑波大学, システム情報系, 助教
Review Section/Research Field
Principal Investigator
Basic Section 12040:Applied mathematics and statistics-related / Basic Section 60030:Statistical science-related
Except Principal Investigator
Medium-sized Section 61:Human informatics and related fields
Keywords
Principal Investigator
minimax最適 / minimax最適性 / demographic parity / 公平性 / 多変数Krawtchouk多項式 / 汎関数推定 / 離散分布 / functional estimation / minimax optimality
Except Principal Investigator
因果構造 … More / ポイズニング / 敵対的サンプル / 機械学習 / 深層学習 Less
  • Research Projects

    (3 results)
  • Research Products

    (3 results)
  • Co-Researchers

    (4 People)
  •  Understanding Attack Mechanisms against AI through Causal Structures of Classification and Building Countermeasures

    • Principal Investigator
      佐久間 淳
    • Project Period (FY)
      2023 – 2027
    • Research Category
      Grant-in-Aid for Scientific Research (A)
    • Review Section
      Medium-sized Section 61:Human informatics and related fields
    • Research Institution
      Institute of Science Tokyo
  •  Clarification of Minimax Optimality in Fair Regression under Demographic ParityPrincipal Investigator

    • Principal Investigator
      福地 一斗
    • Project Period (FY)
      2023 – 2025
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 12040:Applied mathematics and statistics-related
    • Research Institution
      University of Tsukuba
  •  Minimax Optimal Functional Estimation on Large-Scale Discrete DistributionsPrincipal Investigator

    • Principal Investigator
      Fukuchi Kazuto
    • Project Period (FY)
      2020 – 2022
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 60030:Statistical science-related
    • Research Institution
      University of Tsukuba

All 2023 2022

All Journal Article Presentation

  • [Journal Article] Demographic Parity Constrained Minimax Optimal Regression under Linear Model2023

    • Author(s)
      Kazuto Fukuchi and Jun Sakuma
    • Journal Title

      Advances in Neural Information Processing Systems

      Volume: 36 Pages: 8653-8689

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-23K13011
  • [Journal Article] Locally Differentially Private Minimum Finding2022

    • Author(s)
      Kazuto Fukuchi, Chia-Mu Yu, Jun Sakuma
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: ol.E105-D,No.8

    • Peer Reviewed / Open Access / Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K19750
  • [Presentation] Minimax Optimal Fair Regression under Linear Model2022

    • Author(s)
      Kazuto Fukuchi and Jun Sakuma
    • Organizer
      NeurIPS 2022 Workshop: Algorithmic Fairness through the Lens of Causality and Privacy
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-20K19750
  • 1.  佐久間 淳 (90376963)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 2.  清水 昌平 (10509871)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 3.  秋本 洋平 (20709654)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results
  • 4.  仙田 涼摩 (70965574)
    # of Collaborated Projects: 1 results
    # of Collaborated Products: 0 results

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