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Makigusa Natsumi  牧草 夏実

ORCIDConnect your ORCID iD *help
Researcher Number 60908341
Other IDs
Affiliation (Current) 2025: 中央大学, 理工学部, 助教
Affiliation (based on the past Project Information) *help 2023: 中央大学, 理工学部, 助教
2022: 横浜市立大学, データサイエンス学部, 特任助教
Review Section/Research Field
Principal Investigator
Basic Section 60030:Statistical science-related
Keywords
Principal Investigator
機械学習 / 再生核ヒルベルト空間 / 漸近理論 / サポートベクター回帰 / カーネル法
  • Research Projects

    (1 results)
  • Research Products

    (7 results)
  •  New estimation of hyperparameters for support vector regressionPrincipal Investigator

    • Principal Investigator
      Makigusa Natsumi
    • Project Period (FY)
      2022 – 2023
    • Research Category
      Grant-in-Aid for Early-Career Scientists
    • Review Section
      Basic Section 60030:Statistical science-related
    • Research Institution
      Chuo University
      Yokohama City University

All 2024 2023 2022

All Presentation

  • [Presentation] Nonlinear support vector regression with penalized likelihood2024

    • Author(s)
      Natsumi Makigusa, Kanta Naito
    • Organizer
      IMS Asia Pacific Rim Meeting 2024
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17860
  • [Presentation] 非線形サポートベクター回帰のハイパーパラメータの決定手法2023

    • Author(s)
      牧草夏実, 内藤貫太
    • Organizer
      日本計算機統計学会 第37回シンポジウム
    • Data Source
      KAKENHI-PROJECT-22K17860
  • [Presentation] 非線形サポートベクター回帰のハイパーパラメータの推定2023

    • Author(s)
      牧草夏実, 内藤貫太
    • Organizer
      2023年度統計関連学会連合大会
    • Data Source
      KAKENHI-PROJECT-22K17860
  • [Presentation] 正定値カーネルの分散を用いた二標本検定2023

    • Author(s)
      牧草夏実
    • Organizer
      日本計算機統計学会 第37回大会
    • Data Source
      KAKENHI-PROJECT-22K17860
  • [Presentation] 罰則付き尤度に基づく非線形サポートベクター回帰2023

    • Author(s)
      牧草 夏実
    • Organizer
      九州大学統計科学セミナー
    • Data Source
      KAKENHI-PROJECT-22K17860
  • [Presentation] Two-sample test based on the variance of a positive definite kernel2023

    • Author(s)
      Natsumi Makigusa
    • Organizer
      25th International Conference on Computational Statistics
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-22K17860
  • [Presentation] Kernel Method and its Application2022

    • Author(s)
      Natsumi Makigusa
    • Organizer
      RIMS研究集会: 再生核ヒルベルト空間を中心とした 実解析・複素解析・函数解析の総合的研究
    • Invited
    • Data Source
      KAKENHI-PROJECT-22K17860

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