Toyota Shoji 豊田祥史

Researcher Number	10984718
Other IDs	https://orcid.org/0000-0003-0613-4205
Affiliation (Current)	2025: 九州大学, システム情報科学研究院, 助教
Affiliation (based on the past Project Information) *help	2024: 九州大学, システム情報科学研究院, 助教 2023: 統計数理研究所, 先端データサイエンス研究系, 特任研究員
Review Section/Research Field	Principal Investigator 1001:Information science, computer engineering, and related fields / Basic Section 60030:Statistical science-related
Keywords	Principal Investigator 統計学 / 機械学習 / データサイエンス

Research Projects
(2 results)
Research Products
(4 results)

多様な出力データに対応可能な不変学習のパラメータ選択法の構築Principal Investigator
- Principal Investigator
  
  豊田祥史
- Project Period (FY)
  2024 – 2027
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Kyushu University
学習済み人工知能を用いた不変学習のアノテーションコスト削減法とそのパラメータ選択Principal Investigator
- Principal Investigator
  
  豊田祥史
- Project Period (FY)
  2023 – 2024
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  1001:Information science, computer engineering, and related fields
- Research Institution
  The Institute of Statistical Mathematics

All Journal Article Presentation

[Journal Article] Out-of-Distribution Optimality of Invariant Risk Minimization2024
- Author(s)
  Shoji Toyota, Kenji Fukumizu
- Journal Title
  
  Transactions on Machine Learning Research
  
  Volume: -
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23K19966
[Presentation] 粗いラベルによるInvariant Risk Minimization2023
- Author(s)
  豊田祥史
- Organizer
  電子情報通信学会九州支部
- Invited
- Data Source
  KAKENHI-PROJECT-23K19966
[Presentation] Invarinat Risk Minimizationの分布外最適性2023
- Author(s)
  豊田祥史, 福水健次
- Organizer
  2023年度統計関連学会連合大会
- Data Source
  KAKENHI-PROJECT-23K19966
[Presentation] Out-of-Distribution Optimality of Invariant Risk Minimization2023
- Author(s)
  豊田祥史, 福水健次
- Organizer
  第26回情報論的学習理論ワークショップ(IBIS2023)
- Data Source
  KAKENHI-PROJECT-23K19966