Honda Jyunya 本多淳也

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Honda Junya 本多淳也

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Researcher Number	10712391
Other IDs
Affiliation (Current)	2025: 京都大学, 情報学研究科, 准教授
Affiliation (based on the past Project Information) *help	2025: 京都大学, 情報学研究科, 准教授 2020 – 2023: 京都大学, 情報学研究科, 准教授 2016 – 2019: 東京大学, 大学院新領域創成科学研究科, 講師 2013 – 2015: 東京大学, 新領域創成科学研究科, 助教
Review Section/Research Field	Principal Investigator Basic Section 60010:Theory of informatics-related / Science and Engineering / Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related / Basic Section 60030:Statistical science-related / Basic Section 61030:Intelligent informatics-related / Mathematical informatics Except Principal Investigator Basic Section 43040:Biophysics-related
Keywords	Principal Investigator 機械学習 / バンディット問題 / オンライン学習 / 情報理論 / 両環境最適性 / 実験計画 / 学習理論 / 治験 / 計算物理 / 材料科学 … More / 材料探索 / 実験計画法 / 多腕バンディット問題 / 統計学 … More Except Principal Investigator 計測介入型人工知能 / 強化学習 / 多腕バンディット問題 / ラマン分光法 / 情報計測 Less

Development of an AI-driven, measurement-intervention-based bio-Raman spectroscopy system with guaranteeing accuracy
- Principal Investigator
  
  小松崎民樹
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 43040:Biophysics-related
- Research Institution
  Hokkaido University
多様な環境に同時最適となる頑健な動的意思決定方策の基盤技術Principal Investigator
- Principal Investigator
  
  本多淳也
- Project Period (FY)
  2025 – 2029
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
  Basic Section 60030:Statistical science-related
  Sections That Are Subject to Joint Review: Basic Section60030:Statistical science-related , Basic Section61030:Intelligent informatics-related
- Research Institution
  Kyoto University
バンディット問題における最適性達成のためのランダム方策の発展と解析Principal Investigator
- Principal Investigator
  
  本多淳也
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 60010:Theory of informatics-related
- Research Institution
  Kyoto University
Construction of knowledge discovery algorithms based on information theoretic methodsPrincipal Investigator
- Principal Investigator
  
  Honda Junya
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60010:Theory of informatics-related
- Research Institution
  Kyoto University
  The University of Tokyo
確率モデルに基づいた結晶構造の学習および推定法の確立Principal Investigator
- Principal Investigator
  
  本多淳也
- Project Period (FY)
  2016 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Science and Engineering
- Research Institution
  The University of Tokyo
効率的な材料探索のための実験計画法の開発Principal Investigator
- Principal Investigator
  
  本多淳也
- Project Period (FY)
  2014 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research on Innovative Areas (Research in a proposed research area)
- Review Section
  
  Science and Engineering
- Research Institution
  The University of Tokyo
多腕バンディット問題における最適戦略の構成と発展Principal Investigator
- Principal Investigator
  
  本多淳也
- Project Period (FY)
  2013 – 2014
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Research Field
  
  Mathematical informatics
- Research Institution
  The University of Tokyo

All 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013

All Journal Article Presentation Book

[Book] バンディット問題の理論とアルゴリズム2016
- Author(s)
  本多淳也, 中村篤祥
- Total Pages
  224
- Publisher
  講談社サイエンティフィク
- Data Source
  KAKENHI-PUBLICLY-16H00881
[Journal Article] Further Adaptive Best-of-Both-Worlds Algorithm for Combinatorial Semi-Bandits2023
- Author(s)
  Taira Tsuchiya, Shinji Ito, Junya Honda
- Journal Title
  
  Proceedings of the 26th International Conference on Artificial Intelligence and Statistics (AISTATS2023)
  
  Volume: 206 Pages: 8117-8144
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11747
[Journal Article] Thompson Exploration with Best Challenger Rule in Best Arm Identification2023
- Author(s)
  Jongyeong Lee, Junya Honda, Masashi Sugiyama
- Journal Title
  
  Proceedings of the 15th Asian Conference on Machine Learning (ACML 2023)
  
  Volume: 222 Pages: 646-661
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11747
[Journal Article] Follow-the-Perturbed-Leader Achieves Best-of-Both-Worlds for Bandit Problems2023
- Author(s)
  Junya Honda, Shinji Ito, Taira Tsuchiya
- Journal Title
  
  Proceedings of The 34th International Conference on Algorithmic Learning Theory (ALT2023)
  
  Volume: 201 Pages: 726-754
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11747
[Journal Article] Optimality of Thompson Sampling with Noninformative Priors for Pareto Bandits2023
- Author(s)
  Jongyeong Lee, Junya Honda, Chao-Kai Chiang, Masashi Sugiyama
- Journal Title
  
  Proceedings of the 40th International Conference on Machine Learning (ICML2023)
  
  Volume: 202 Pages: 18810-18851
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K11747
[Journal Article] Optimal dose escalation methods using deep reinforcement learning in phase I oncology trials2023
- Author(s)
  Matsuura Kentaro、Sakamaki Kentaro、Honda Junya、Sozu Takashi
- Journal Title
  
  Journal of Biopharmaceutical Statistics
  
  Volume: 33 Issue: 5 Pages: 639-652
- DOI
  10.1080/10543406.2023.2170402
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21K11747
[Journal Article] Best-of-Both-Worlds Algorithms for Partial Monitoring2023
- Author(s)
  Taira Tsuchiya, Shinji Ito, Junya Honda
- Journal Title
  
  Proceedings of The 34th International Conference on Algorithmic Learning Theory (ALT2023)
  
  Volume: 201 Pages: 1484-1515
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11747
[Journal Article] Stability-penalty-adaptive Follow-the-regularized-leader: Sparsity, Game-dependency, and Best-of-both-worlds2023
- Author(s)
  Taira Tsuchiya, Shinji Ito, Junya Honda
- Journal Title
  
  Advances in Neural Information Processing Systems
  
  Volume: 36 Pages: 47406-47437
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11747
[Journal Article] Adversarially Robust Multi-Armed Bandit Algorithm with Variance-Dependent Regret Bounds2022
- Author(s)
  Shinji Ito, Taira Tsuchiya, Junya Honda
- Journal Title
  
  Proceedings of The 35th Annual Conference on Learning Theory (COLT2022)
  
  Volume: 178 Pages: 1421-1422
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11747
[Journal Article] Bayesian optimization with partially specified queries2022
- Author(s)
  Shogo Hayashi, Junya Honda, Hisashi Kashima
- Journal Title
  
  Machine Learning
  
  Volume: 111 Issue: 3 Pages: 1019-1048
- DOI
  10.1007/s10994-021-06079-3
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H04244, KAKENHI-PROJECT-21K11747
[Journal Article] Nearly Optimal Best-of-Both-Worlds Algorithms for Online Learning with Feedback Graphs2022
- Author(s)
  Shinji Ito, Taira Tsuchiya, Junya Honda
- Journal Title
  
  Advances in Neural Information Processing Systems
  
  Volume: 35 Pages: 28631-28643
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21K11747
[Journal Article] Minimax Optimal Algorithms for Fixed-Budget Best Arm Identification2022
- Author(s)
  Junpei Komiyama, Taira Tsuchiya, Junya Honda
- Journal Title
  
  Advances in Neural Information Processing Systems
  
  Volume: 35 Pages: 10393-10404
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K11747
[Journal Article] Mediated Uncoupled Learning: Learning Functions without Direct Input-output Correspondences2021
- Author(s)
  Ikko Yamane、Junya Honda、Florian Yger、Masashi Sugiyama
- Journal Title
  
  Proceedings of the 38th International Conference on Machine Learning
  
  Volume: 139 Pages: 11637-11647
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K11747
[Journal Article] Optimal adaptive allocation using deep reinforcement learning in a dose‐response study2021
- Author(s)
  Matsuura Kentaro、Honda Junya、El Hanafi Imad、Sozu Takashi、Sakamaki Kentaro
- Journal Title
  
  Statistics in Medicine
  
  Volume: 41 Issue: 7 Pages: 1157-1171
- DOI
  10.1002/sim.9247
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K11747
[Journal Article] Analysis and Design of Thompson Sampling for Stochastic Partial Monitoring2020
- Author(s)
  Taira Tsuchiya, Junya Honda, Masashi Sugiyama
- Journal Title
  
  Neural Information Processing Systems
  
  Volume: 33 Pages: 8861-8871
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K17998
[Journal Article] Polynomial-time Algorithms for Multiple-arm Identification with Full-bandit Feedback2020
- Author(s)
  Yuko Kuroki, Liyuan Xu, Atsushi Miyauchi, Junya Honda, Masashi Sugiyama
- Journal Title
  
  Neural Computation
  
  Volume: vol.32, no.8 Issue: 9 Pages: 1733-1773
- DOI
  10.1162/neco_a_01299
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18J23034, KAKENHI-PROJECT-18K17998
[Journal Article] Bandit Algorithms Based on Thompson Sampling for Bounded Reward Distributions2019
- Author(s)
  Charles Riou, Junya Honda
- Journal Title
  
  The 31st International Conference on Algorithmic Learning Theory (ALT2020)
  
  Volume: 117 Pages: 777-826
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K17998
[Journal Article] Uncoupled Regression from Pairwise Comparison Data2019
- Author(s)
  Liyuan Xu, Junya Honda, Gang Niu, Masashi Sugiyama
- Journal Title
  
  Advances in Neural Information Processing Systems
  
  Volume: 32 Pages: 3992-4002
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K17998
[Journal Article] Unsupervised Domain Adaptation Based on Source-guided Discrepancy2019
- Author(s)
  Seiichi Kuroki, Nontawat Charoenphakdee, Han Bao, Junya Honda, Issei Sato, Masashi Sugiyama
- Journal Title
  
  The 23rd AAAI Conference on Artificial Intelligence (AAAI2019)
  
  Volume: -
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K17998
[Journal Article] On the Calibration of Multiclass Classification with Rejection2019
- Author(s)
  Chenri Ni, Nontawat Charoenphakdee, Junya Honda, Masashi Sugiyama
- Journal Title
  
  Advances in Neural Information Processing Systems
  
  Volume: 32 Pages: 2586-2596
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K17998
[Journal Article] Exact Asymptotics of Random Coding Error Probability for General Memoryless Channels2019
- Author(s)
  Junya Honda
- Journal Title
  
  2018 IEEE International Symposium on Information Theory (ISIT2018)
  
  Volume: - Pages: 1844-1848
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K17998
[Journal Article] A bad arm existence checking problem: How to utilize asymmetric problem structure?2019
- Author(s)
  Tabata Koji、Nakamura Atsuyoshi、Honda Junya、Komatsuzaki Tamiki
- Journal Title
  
  Machine Learning
  
  Volume: 109 Issue: 2 Pages: 327-372
- DOI
  10.1007/s10994-019-05854-7
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K17998, KAKENHI-PROJECT-18K18099, KAKENHI-PLANNED-18H05413, KAKENHI-PROJECT-19H04161, KAKENHI-PROJECT-17H02940
[Journal Article] Good Arm Identification via Bandit Feedback2019
- Author(s)
  Hideaki Kano, Junya Honda, Kentaro Sakamaki, Kentaro Matsuura, Atsuyoshi Nakamura, Masashi Sugiyama
- Journal Title
  
  Machine Learning
  
  Volume: - Issue: 5 Pages: 1-25
- DOI
  10.1007/s10994-019-05784-4
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18K17998
[Journal Article] Dueling Bandits with Qualitative Feedback2019
- Author(s)
  Liyuan Xu, Junya Honda, Masashi Sugiyama
- Journal Title
  
  The 23rd AAAI Conference on Artificial Intelligence (AAAI2019)
  
  Volume: -
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K17998
[Journal Article] Learning from Positive and Unlabeled Data with a Selection Bias2019
- Author(s)
  Masahiro Kato, Teshima Takeshi, Junya Honda
- Journal Title
  
  The Seventh International Conference on Learning Representations (ICLR2019)
  
  Volume: -
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18K17998
[Journal Article] Nonconvex Optimization for Regression with Fairness Constraints2018
- Author(s)
  Junpei Komiyama, Akiko Takeda, Junya Honda, Hajime Shimao
- Journal Title
  
  The 35th International Conference on Machine Learning (ICML2018)
  
  Volume: - Pages: 2737-2746
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K17998
[Journal Article] Normal Bandits of Unknown Means and Variances2017
- Author(s)
  Wesley Cowan, Junya Honda and Michael N. Katehakis
- Journal Title
  
  Journal of Machine Learning Research
  
  Volume: 印刷中
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H00881
[Journal Article] Copeland Dueling Bandit Problem: Regret Lower Bound, Optimal Algorithm, and Computationally Efficient Algorithm2016
- Author(s)
  Junpei Komiyama, Junya Honda, Hiroshi Nakagawa
- Journal Title
  
  Proceedings of Machine Learning Research
  
  Volume: 48 Pages: 1235-1244
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PUBLICLY-16H00881
[Journal Article] Almost Instantaneous Fixed-to-Variable Length Codes2015
- Author(s)
  Hirosuke Yamamoto, Masato Tsuchihashi, Junya Honda
- Journal Title
  
  IEEE Transactions on Information Theory
  
  Volume: 61 Issue: 12 Pages: 6432-6443
- DOI
  10.1109/tit.2015.2492961
- Peer Reviewed
- Data Source
  KAKENHI-PUBLICLY-26106506
[Journal Article] Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays2015
- Author(s)
  Junpei Komiyama, Junya Honda, Hiorshi Nakagawa
- Journal Title
  
  JMLR Workshop and Conference Proceedings
  
  Volume: 37 Pages: 1152-1161
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PUBLICLY-26106506
[Journal Article] Regret Lower Bound and Optimal Algorithm in Dueling Bandit Problem2015
- Author(s)
  Junpei Komiyama, Junya Honda, Hisashi Kashima, Hiorshi Nakagawa
- Journal Title
  
  JMLR Workshop and Conference Proceedings
  
  Volume: 40 Pages: 1141-1154
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PUBLICLY-26106506
[Journal Article] Non-Asymptotic Analysis of a New Bandit Algorithm for Semi-Bounded Rewards2015
- Author(s)
  Junya Honda, Akimichi Takemura
- Journal Title
  
  Journal of Machine Learning Research
  
  Volume: 16 Pages: 3721-3756
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PUBLICLY-26106506
[Journal Article] Regret Lower Bound and Optimal Algorithm in Finite Stochastic Partial Monitoring2015
- Author(s)
  Junpei Komiyama, Junya Honda, Hiorshi Nakagawa
- Journal Title
  
  Advances in Neural Information Processing Systems
  
  Volume: 28 Pages: 1-9
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PUBLICLY-26106506
[Journal Article] Optimality of Thompson Sampling for Gaussian Bandits Depends on Priors2014
- Author(s)
  Junya Honda, Akimichi Takemura
- Journal Title
  
  JMLR Workshop and Conference Proceedings
  
  Volume: 33 Pages: 375-383
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PUBLICLY-26106506
[Journal Article] RSA meets DPA: Recovering RSA Secret Keys from Noisy Analog Data2014
- Author(s)
  N. Kunihiro and J. Honda
- Journal Title
  
  Proc. of CHES2014
  
  Volume: LNCS 8731 Pages: 261-278
- DOI
  10.1007/978-3-662-44709-3_15
- ISBN
  9783642387081, 9783642387098
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25280001, KAKENHI-PUBLICLY-26106506
[Presentation] バンディット問題における漸近最適方策のランダム化に基づく構築2023
- Author(s)
  本多淳也
- Organizer
  第35回RAMP数理最適化シンポジウム (RAMP 2023)
- Invited
- Data Source
  KAKENHI-PROJECT-21K11747
[Presentation] 汎用的な逐次意思決定アルゴリズムに向けて2022
- Author(s)
  本多淳也
- Organizer
  第48回IBISML研究会
- Invited
- Data Source
  KAKENHI-PROJECT-21K11747
[Presentation] A fully adaptive algorithm for pure exploration in linear bandits2018
- Author(s)
  Liyuan Xu, Junya Honda, Masashi Sugiyama
- Organizer
  The 21st International Conference on Artificial Intelligence and Statistics
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H00881
[Presentation] Variable-to-fixed length homophonic coding suitable for asymmetric channel coding2017
- Author(s)
  Junya Honda, Hirosuke Yamamoto
- Organizer
  2017 IEEE International Symposium on Information Theory
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H00881
[Presentation] Good Arm Identification via Bandit Feedback2017
- Author(s)
  Hideaki Kano, Junya Honda, Kentaro Sakamaki, Kentaro Matsuura, Atsuyoshi Nakamura, Masashi Sugiyama
- Organizer
  第20回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PUBLICLY-16H00881
[Presentation] Position-based Multiple-play Multi-armed Bandit Problem with Unknown Position Bias2017
- Author(s)
  Junpei Komiyama, Junya Honda, Akiko Takeda
- Organizer
  The 31st Neural Information Processing Systems
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H00881
[Presentation] Tight Upper Bounds on the Redundancy of Optimal Binary AIFV Codes2016
- Author(s)
  Weihua Hu, Hirosuke Yamamoto, Junya Honda
- Organizer
  2016 IEEE International Symposium on Information Theory
- Place of Presentation
  Barcelona, Spain
- Year and Date
  2016-07-10
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-16H00881
[Presentation] 勾配情報を用いたベイズ最適化手法に基づく構造最適化2016
- Author(s)
  本多淳也, 世古敦人
- Organizer
  第19回情報論的学習理論ワークショップ
- Place of Presentation
  京都
- Year and Date
  2016-11-16
- Data Source
  KAKENHI-PUBLICLY-16H00881
[Presentation] Source and Homophonic Coding using Gray Code2015
- Author(s)
  Junya Honda, Hirosuke Yamamoto
- Organizer
  第38回情報理論とその応用シンポジウム
- Place of Presentation
  下電ホテル（岡山県倉敷市）
- Year and Date
  2015-11-24
- Data Source
  KAKENHI-PUBLICLY-26106506
[Presentation] Asymptotically Optimal Policies for Multiparameter and Nonparametric Bandits2015
- Author(s)
  Junya Honda
- Organizer
  Fourth Rutgers Probability Conference
- Place of Presentation
  New Jersey, USA
- Year and Date
  2015-10-02
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-26106506
[Presentation] FV Polar Coding for Lossy Compression with an Improved Exponent2015
- Author(s)
  Runxin Wang, Junya Honda, Hirosuke Yamamoto
- Organizer
  2015 IEEE International Symposium on Information Theory (査読付)
- Place of Presentation
  Hong Kong
- Year and Date
  2015-06-16
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-26106506
[Presentation] Exact Asymptotics for Random Coding Error Probability2015
- Author(s)
  Junya Honda
- Organizer
  2015 IEEE International Symposium on Information Theory (査読付)
- Place of Presentation
  Hong Kong
- Year and Date
  2015-06-16
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-26106506
[Presentation] Construction of Polar Codes for Channels with Memory2015
- Author(s)
  Runxin Wang, Junya Honda, Hirosuke Yamamoto, Rongke Liu, Yi Hou
- Organizer
  2015 IEEE Information Theory Workshop (査読付)
- Place of Presentation
  Jeju Island, Korea
- Year and Date
  2015-10-11
- Int'l Joint Research
- Data Source
  KAKENHI-PUBLICLY-26106506
[Presentation] 多腕バンディット問題の理論とアルゴリズム2014
- Author(s)
  本多淳也
- Organizer
  第17回情報論的学習理論ワークショップ
- Place of Presentation
  名古屋大学（愛知県名古屋市）
- Year and Date
  2014-11-16
- Invited
- Data Source
  KAKENHI-PUBLICLY-26106506
[Presentation] 知識の探索と活用のジレンマと多腕バンディット問題2013
- Author(s)
  本多淳也
- Organizer
  第12回情報科学技術フォーラム (FIT2013)
- Place of Presentation
  鳥取，鳥取大学
- Invited
- Data Source
  KAKENHI-PROJECT-25880006

1. 小松崎民樹 (30270549)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
2. 田畑公次 (20814445)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 熊本康昭 (30611727)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
4. 伊藤伸志 (30871420)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. 國廣昇

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results
6. 鹿島久嗣

# of Collaborated Projects: 0 results

# of Collaborated Products: 1 results

Honda Jyunya 本多 淳也

Honda Junya 本多 淳也

Research Projects

Research Products

Co-Researchers

Development of an AI-driven, measurement-intervention-based bio-Raman spectroscopy system with guaranteeing accuracy

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

多様な環境に同時最適となる頑健な動的意思決定方策の基盤技術Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

バンディット問題における最適性達成のためのランダム方策の発展と解析Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Construction of knowledge discovery algorithms based on information theoretic methodsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

確率モデルに基づいた結晶構造の学習および推定法の確立Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

効率的な材料探索のための実験計画法の開発Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

多腕バンディット問題における最適戦略の構成と発展Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Research Field

Research Institution

[Book] バンディット問題の理論とアルゴリズム2016

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[Journal Article] Further Adaptive Best-of-Both-Worlds Algorithm for Combinatorial Semi-Bandits2023

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[Journal Article] Thompson Exploration with Best Challenger Rule in Best Arm Identification2023

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[Journal Article] Follow-the-Perturbed-Leader Achieves Best-of-Both-Worlds for Bandit Problems2023

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[Journal Article] Optimality of Thompson Sampling with Noninformative Priors for Pareto Bandits2023

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[Journal Article] Optimal dose escalation methods using deep reinforcement learning in phase I oncology trials2023

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[Journal Article] Best-of-Both-Worlds Algorithms for Partial Monitoring2023

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[Journal Article] Stability-penalty-adaptive Follow-the-regularized-leader: Sparsity, Game-dependency, and Best-of-both-worlds2023

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Honda Jyunya 本多淳也

Honda Junya 本多淳也