Maehara Takanori 前原貴憲

Researcher Number	20751407
Other IDs
Affiliation (based on the past Project Information) *help	2023: 国立研究開発法人理化学研究所, 革新知能統合研究センター, ユニットリーダー 2017 – 2020: 国立研究開発法人理化学研究所, 革新知能統合研究センター, ユニットリーダー 2015 – 2016: 静岡大学, 工学部, 助教
Review Section/Research Field	Principal Investigator Basic Section 60020:Mathematical informatics-related / Mathematical informatics Except Principal Investigator Basic Section 61030:Intelligent informatics-related / Intelligent informatics / Mathematical informatics
Keywords	Principal Investigator 劣モジュラ関数 / 離散最適化 / 組合せ最適化 / 確率最適化 / オンライン最適化 / クエリ可能最適化 / データマイニング / 機械学習 / 離散凸解析 Except Principal Investigator ゲーム理論 … More / 協力ゲーム理論 / 協力ゲーム / アルゴリズム / 費用分配問題 / 説明法 / 回帰問題 / 説明可能AI / 機械学習の公平性 / 費用配分問題 / 計量経済学 / 最適化 / メカニズム設計 / 離散数学 / 組合せ最適化 / Shapley値 Less

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
クエリ可能最適化理論の深化Principal Investigator
- Principal Investigator
  
  前原貴憲
- Project Period (FY)
  2019 – 2020
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60020:Mathematical informatics-related
- Research Institution
  Institute of Physical and Chemical Research
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
Discrete Optimization Algorithm for Machine Learning via Discrete Convex AnalysisPrincipal Investigator
- Principal Investigator
  
  Maehara Takanori
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Mathematical informatics
- Research Institution
  Institute of Physical and Chemical Research
  Shizuoka University
Approximation of cost functions by tree metrics and approximation of the Shapley values of minimum cost spanning tree games
- Principal Investigator
  
  Ando Kazutoshi
- Project Period (FY)
  2015 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Mathematical informatics
- Research Institution
  Shizuoka University

All 2019 2018 2017

All Journal Article Presentation

[Journal Article] Submodular Stochastic Probing with Prices2019
- Author(s)
  Ben Chugg, Takanori Maehara
- Journal Title
  
  Proceedings of the 6th International Conference on Control, Decision and Information Technologies (CoDIT'19), Paris, France, April 23-25, 2019
  
  Volume: CoDIT'19
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K16011
[Journal Article] Stochastic packing integer programs with few queries2019
- Author(s)
  Maehara Takanori、Yamaguchi Yutaro
- Journal Title
  
  Mathematical Programming
  
  Volume: online first Issue: 1-2 Pages: 1-34
- DOI
  10.1007/s10107-019-01388-x
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K16011
[Journal Article] Subspace Selection via DR-Submodular Maximization on Lattices2019
- Author(s)
  So Nakashima, Takanori Maehara
- Journal Title
  
  Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI'19), Honolulu, Hawaii, USA, January 27 - February 1, 2019
  
  Volume: AAAI'19
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K16011
[Journal Article] Optimal Bidding Strategy for Brand Advertising2018
- Author(s)
  Takanori Maehara, Atsuhiro Narita, Jun Baba, Takayuki Kawabata
- Journal Title
  
  Proceedings of the 23rd International Joint Conference on Artificial Intelligence
  
  Volume: to appear
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K16011
[Journal Article] Continuous relaxation for discrete DC programming2018
- Author(s)
  Takanori Maehara, Naoki Marumo, and Kazuo Murota
- Journal Title
  
  Mathematical Programming, Series B
  
  Volume: 169(1) Pages: 199-219
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01787
[Journal Article] Stochastic Packing Integer Programs with Few Queries2018
- Author(s)
  Takanori Maehara and Yutaro Yamaguchi
- Journal Title
  
  Proceedings of the 29th ACM-SIAM Symposium on Discrete Algorithms
  
  Volume: - Pages: 293-310
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K16011
[Journal Article] Dynamic determinantal point processes2018
- Author(s)
  Takayuki Osogami, Rudy Raymond, Akshay Goel, Tomoyuki Shirai, and Takanori Maehara
- Journal Title
  
  AAAI
  
  Volume: n/a
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01787
[Journal Article] Typical approximation performance for maximum coverage problem2018
- Author(s)
  Takabe Satoshi、Maehara Takanori、Hukushima Koji
- Journal Title
  
  Physical Review E
  
  Volume: 97 Issue: 2 Pages: 022138-022138
- DOI
  10.1103/physreve.97.022138
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K16011, KAKENHI-PLANNED-25120010, KAKENHI-PROJECT-17H06758
[Journal Article] Typical approximation performance for maximum coverage problem2018
- Author(s)
  Satoshi Takabe, Takanori Maehara, and Koji Hukushima
- Journal Title
  
  Physical Review E
  
  Volume: 97(2)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01787
[Journal Article] Jointly Learning Word Embeddings Using a Corpus and a Knowledge Base2018
- Author(s)
  Mohammed Alsuhaibani, Danushka Bollegala, Takanori Maehara, and Ken-ichi Kawarabayashi
- Journal Title
  
  PLOS ONE
  
  Volume: n/a
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01787
[Journal Article] Stochastic Packing Integer Programs with Few Queries2018
- Author(s)
  Takanori Maehara and Yutaro Yamaguchi
- Journal Title
  
  SODA
  
  Volume: n/a
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01787
[Journal Article] Exact Computation of Influence Spread by Binary Decision Diagrams2017
- Author(s)
  Takanori Maehara, Hirofumi Suzuki and Masakazu Ishihata
- Journal Title
  
  Proceedings of the 26th International World Wide Conference
  
  Volume: - Pages: 947-956
- DOI
  10.1145/3038912.3052567
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-16K16011
[Journal Article] Continuous relaxation for discrete DC programming2017
- Author(s)
  Takanori Maehara, Naoki Marumo, and Kazuo Murota
- Journal Title
  
  Mathematical Programming, Series B
  
  Volume: - Pages: 181-190
- DOI
  10.1007/978-3-319-18161-5_16
- ISBN
  9783319181608, 9783319181615
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-16K16011
[Journal Article] Exact Computation of Influence Spread by Binary Decision Diagrams2017
- Author(s)
  Takanori Maehara, Hirofumi Suzuki and Masakazu Ishihata
- Journal Title
  
  WWW
  
  Volume: n/a Pages: 947-956
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01787
[Journal Article] On Tensor Train Rank Minimization: Statistical Efficiency and Scalable Algorithm2017
- Author(s)
  Masaaki Imaizumi, Takanori Maehara, and Kohei Hayashi
- Journal Title
  
  NIPS
  
  Volume: n/a
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01787
[Journal Article] Optimization from Non-Uniform Samples2017
- Author(s)
  So Nakashima and Takanori Maehara
- Journal Title
  
  NIPS 2017 workshop on Discrete Structures in Machine Learning
  
  Volume: n/a
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-17H01787
[Journal Article] Continuous relaxation for discrete DC programming2017
- Author(s)
  Maehara Takanori、Marumo Naoki、Murota Kazuo
- Journal Title
  
  Mathematical Programming
  
  Volume: 169 Issue: 1 Pages: 199-219
- DOI
  10.1007/s10107-017-1139-2
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K16011, KAKENHI-PROJECT-26280004
[Journal Article] Optimal Pricing for Submodular Valuations with Bounded Curvature2017
- Author(s)
  Takanori Maehara, Yasushi Kawase, Hanna Sumita, Katsuya Tono, Ken-ichi Kawarabayashi
- Journal Title
  
  Proceedings of the 31th AAAI Conference on Artificial Intelligence
  
  Volume: - Pages: 622-628
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-16K16011
[Presentation] 巨大ネットワーク解析の算法：グラフ極限（Graphons）とその周辺2017
- Author(s)
  Takanori Maehara
- Organizer
  Summer Workshop on Economic Theory
- Invited
- Data Source
  KAKENHI-PROJECT-17H01787
[Presentation] ネット広告に対する予算配分問題とその周辺2017
- Author(s)
  前原貴憲
- Organizer
  ゲーム理論ワークショップ
- Invited
- Data Source
  KAKENHI-PROJECT-17H01787

1. Ando Kazutoshi (00312819)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. Iwasaki Atsushi (30380679)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. Hatano Daisuke (10709728)

# of Collaborated Projects: 1 results

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

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 小宮山純平 (20780042)

# of Collaborated Projects: 1 results

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

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 原聡 (40780721)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. SATO Koki

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. INAGAKI Ryosuke

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. SHOJI Kazuya

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. TAKASE Koichi

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. ISHIKAWA RUI

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Maehara Takanori 前原 貴憲

Research Projects

Research Products

Co-Researchers

Personalized Pricing for Time and Space Sharing Services

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

クエリ可能最適化理論の深化Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

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

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Discrete Optimization Algorithm for Machine Learning via Discrete Convex AnalysisPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

Approximation of cost functions by tree metrics and approximation of the Shapley values of minimum cost spanning tree games

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Journal Article] Submodular Stochastic Probing with Prices2019

Author(s)

Journal Title

Data Source

[Journal Article] Stochastic packing integer programs with few queries2019

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Subspace Selection via DR-Submodular Maximization on Lattices2019

Author(s)

Journal Title

Data Source

[Journal Article] Optimal Bidding Strategy for Brand Advertising2018

Author(s)

Journal Title

Data Source

[Journal Article] Continuous relaxation for discrete DC programming2018

Author(s)

Journal Title

Data Source

[Journal Article] Stochastic Packing Integer Programs with Few Queries2018

Author(s)

Journal Title

Data Source

[Journal Article] Dynamic determinantal point processes2018

Author(s)

Journal Title

Data Source

[Journal Article] Typical approximation performance for maximum coverage problem2018

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Typical approximation performance for maximum coverage problem2018

Author(s)

Journal Title

Data Source

[Journal Article] Jointly Learning Word Embeddings Using a Corpus and a Knowledge Base2018

Author(s)

Journal Title

Data Source

[Journal Article] Stochastic Packing Integer Programs with Few Queries2018

Author(s)

Journal Title

Data Source

Maehara Takanori 前原貴憲