Komiyama Junpei 小宮山純平

Researcher Number	20780042
Affiliation (based on the past Project Information) *help	2017 – 2019: 東京大学, 生産技術研究所, 助教
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related / Intelligent informatics Except Principal Investigator Intelligent informatics
Keywords	Principal Investigator アルゴリズム / 機械学習 / データマイニング / 公平性 / 統計数学 / FWER / FDR / 多重検定 / 統計検定 / パターンマイニング … More Except Principal Investigator … More アルゴリズム / 計量経済学 / 最適化 / ゲーム理論 / メカニズム設計 Less

機械学習アルゴリズムの公平性に関する評価Principal Investigator
- Principal Investigator
  
  小宮山純平
- Project Period (FY)
  2019
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  The University of Tokyo
Statistically Sound Pattern MiningPrincipal Investigator
- Principal Investigator
  
  Komiyama Junpei
- Project Period (FY)
  2017 – 2018
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  The University of Tokyo
Toward a quantitative theory for evaluating game-theoretic resource allocation mechanisms
- Principal Investigator
  
  Iwasaki Atsushi
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Intelligent informatics
- Research Institution
  The University of Electro-Communications

All 2019 2018 2017

All Journal Article Presentation

[Journal Article] Scaling Multi-Armed Bandit Algorithms2019
- Author(s)
  Edouard Fouche、Junpei Komiyama、Klemens Bohm
- Journal Title
  
  Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD 2019)
  
  Volume: 1 Pages: 1449-1459
- DOI
  10.1145/3292500.3330862
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01787
[Journal Article] 機械学習・データマイニングにおける公平性2019
- Author(s)
  神嶌敏弘, 小宮山純平
- Journal Title
  
  人工知能
  
  Volume: 34 Pages: 196-204
- NAID
  130007917553
- Open Access
- Data Source
  KAKENHI-PROJECT-19K20338
[Journal Article] 機械学習に潜む公平性の問題2019
- Author(s)
  小宮山純平
- Journal Title
  
  経済セミナー
  
  Volume: 711
- Data Source
  KAKENHI-PROJECT-19K20338
[Journal Article] UCB-SC: A Fast Variant of KL-UCB-SC for Budgeted Multi-Armed Bandit Problem2018
- Author(s)
  WATANABE Ryo、KOMIYAMA Junpei、NAKAMURA Atsuyoshi、KUDO Mineichi
- Journal Title
  
  IEICE Trans. Fundamentals
  
  Volume: E101.A Issue: 3 Pages: 662-667
- DOI
  10.1587/transfun.E101.A.662
- NAID
  130006410801
- ISSN
  0916-8508, 1745-1337
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01787
[Journal Article] Nonconvex Optimization for Regression with Fairness Constraints2018
- Author(s)
  Komiyama Junpei、Takeda Akiko、Honda Junya、Shimano Hajime
- Journal Title
  
  35th International Conference on Machine Learning
  
  Volume: - Pages: 2742-2751
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01787
[Journal Article] Statistical Emerging Pattern Mining with Multiple Testing Correction2017
- Author(s)
  Junpei Komiyama, Masakazu Ishihata, Hiroki Arimura, Takashi Nishibayashi, Shin-Ichi Minato
- Journal Title
  
  KDD
  
  Volume: n/a
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01787
[Journal Article] Statistical Emerging Pattern Mining with Multiple Testing Correction2017
- Author(s)
  Junpei Komiyama and Masakazu Ishihata and Hiroki Arimura and Takashi Nishibayashi and Shin-ichi Minato
- Journal Title
  
  Proceedings of the 23rd {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining
  
  Volume: 1 Pages: 897-906
- DOI
  10.1145/3097983.3098137
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17K12736, KAKENHI-PROJECT-16H01743
[Journal Article] Position-based Multiple-play Multi-armed Bandit Problem with Unknown Position Bias2017
- Author(s)
  J. Komiyama, J. Honda, and A. Takeda
- Journal Title
  
  NIPS
  
  Volume: n/a
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01787
[Presentation] A Simple Way to Deal with Cherry-picking2018
- Author(s)
  Junpei Komiyama, Takanori Maehara
- Organizer
  Computing Research Repository (CoRR), arXiv
- Data Source
  KAKENHI-PROJECT-17K12736
[Presentation] Controlling FWER and FDR in emerging pattern mining2017
- Author(s)
  Junpei Komiyama and Masakazu Ishihata and Hiroki Arimura and Takashi Nishibayashi and Shin-ichi Minato
- Organizer
  International Conference on Multiple Comparison Procedures
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12736
[Presentation] Multi-armed Bandit Problems: Formulations and Applications2017
- Author(s)
  Junpei Komiyama
- Organizer
  Summer Workshop on Economic Theory
- Invited
- Data Source
  KAKENHI-PROJECT-17H01787
[Presentation] Statistical Emerging Pattern Mining with Multiple Testing Correction2017
- Author(s)
  Junpei Komiyama and Masakazu Ishihata and Hiroki Arimura and Takashi Nishibayashi and Shin-ichi Minato
- Organizer
  International Conference on Knowledge Discovery and Data Mining
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17K12736
[Presentation] Statistical Emerging Pattern Mining with Multiple Testing Correction2017
- Author(s)
  Junpei Komiyama
- Organizer
  北海道大学離散構造処理系プロジェクトセミナー
- Data Source
  KAKENHI-PROJECT-17K12736

1. 前原貴憲 (20751407)

# of Collaborated Projects: 2 results

# of Collaborated Products: 1 results
2. Iwasaki Atsushi (30380679)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 尾山大輔 (00436742)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 安田洋祐 (70463966)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. Ishihata Masakazu

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
6. Arimura Hiroki

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
7. Nishibayashi Takashi

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
8. Minato Shin-ichi

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results

Komiyama Junpei 小宮山 純平

Research Projects

Research Products

Co-Researchers

機械学習アルゴリズムの公平性に関する評価Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Statistically Sound Pattern MiningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Toward a quantitative theory for evaluating game-theoretic resource allocation mechanisms

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Scaling Multi-Armed Bandit Algorithms2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] 機械学習・データマイニングにおける公平性2019

Author(s)

Journal Title

NAID

Data Source

[Journal Article] 機械学習に潜む公平性の問題2019

Author(s)

Journal Title

Data Source

[Journal Article] UCB-SC: A Fast Variant of KL-UCB-SC for Budgeted Multi-Armed Bandit Problem2018

Author(s)

Journal Title

DOI

NAID

ISSN

Language

Data Source

[Journal Article] Nonconvex Optimization for Regression with Fairness Constraints2018

Author(s)

Journal Title

Data Source

[Journal Article] Statistical Emerging Pattern Mining with Multiple Testing Correction2017

Author(s)

Journal Title

Data Source

[Journal Article] Statistical Emerging Pattern Mining with Multiple Testing Correction2017

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Position-based Multiple-play Multi-armed Bandit Problem with Unknown Position Bias2017

Author(s)

Journal Title

Data Source

[Presentation] A Simple Way to Deal with Cherry-picking2018

Author(s)

Organizer

Data Source

[Presentation] Controlling FWER and FDR in emerging pattern mining2017

Author(s)

Organizer

Data Source

[Presentation] Multi-armed Bandit Problems: Formulations and Applications2017

Author(s)

Organizer

Data Source

[Presentation] Statistical Emerging Pattern Mining with Multiple Testing Correction2017

Author(s)

Organizer

Data Source

[Presentation] Statistical Emerging Pattern Mining with Multiple Testing Correction2017

Author(s)

Organizer

Komiyama Junpei 小宮山純平