Honda Junya

ホンダジュンヤ | Honda Junya

Affiliation and department：
Job title：准教授
Research theme for competitive and other funds (5)：

2018 - 2021 情報論的手法に基づく知識探索アルゴリズムの構築
2016 - 2018 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
2013 - 2015 多腕バンディット問題における最適戦略の構成と発展
2012 - 2015 Study on the construction and evaluation of high efficient almost instantaneous FV codes
2011 - 2012 数理最適化手法に基づく符号化・復号化手法の理論解析および実用化に関する研究

Papers (52)：

Kentaro Matsuura, Kentaro Sakamaki, Junya Honda, Takashi Sozu. Optimal dose escalation methods using deep reinforcement learning in phase I oncology trials. Journal of biopharmaceutical statistics. 2023. 1-14
Taira Tsuchiya, Shinji Ito, Junya Honda. Further Adaptive Best-of-Both-Worlds Algorithm for Combinatorial Semi-Bandits. AISTATS. 2023. 8117-8144
Taira Tsuchiya, Shinji Ito, Junya Honda. Best-of-Both-Worlds Algorithms for Partial Monitoring. ALT. 2023. 1484-1515
Junya Honda, Shinji Ito, Taira Tsuchiya. Follow-the-Perturbed-Leader Achieves Best-of-Both-Worlds for Bandit Problems. ALT. 2023. 726-754
Shogo Hayashi, Junya Honda, Hisashi Kashima. Bayesian optimization with partially specified queries. Machine Learning. 2022. 111. 3. 1019-1048

ｍore...

MISC (5)：

田畑公次, 中村篤祥, 本多淳也, 小松崎民樹. Bad Arm Existence Checking Algorithms with Small Sample Complexity. 人工知能基本問題研究会. 2018. 106. 94-99
TSUCHIHASHI Masato, YAMAMOTO Hirosuke, HONDA Junya. Construction of Almost Instantaneous FV codes based on Integer Programming. IEICE technical report. Information theory. 2014. 114. 138. 1-6
HONDA Junya, YAMAMOTO Hirosuke. Variable Length Coding of Asymmetric Channels using a Homophonic Code. IEICE technical report. Information theory. 2012. 112. 124. 109-114
HONDA Junya, TAKEMURA Akimichi. On a Non-asymptotic Analysis Using Large Deviation Principles in the Multiarmed Bandit Problem. 2012. 112. 83. 65-72
HONDA Junya, MIYAKE Shigeki, YAMAMOTO Hirosuke, MARUYAMA Mitsuru. Source Coding with LDPC Code using Linear Programming. IEICE technical report. 2008. 108. 158. 27-32

Books (1)：

バンディット問題の理論とアルゴリズム = Theory and algorithms for bandit problems
講談社 2016 ISBN:9784061529175

Education (1)：

2010 - 2013 The University of Tokyo Graduate School of Frontier Sciences Department of Complexity Science and Engineering

Professional career (1)：

Work history (3)：

2021/01 - 現在 Kyoto University Department of Systems Science, Graduate School of Informatics Associate Professor
2017/01 - 2020/12 The University of Tokyo Department of Complexity Science and Engineering, Graduate School of Frontier Sciences Lecturer
2013/03 - 2016/12 The University of Tokyo Department of Complexity Science and Engineering, Graduate School of Frontier Sciences Research Associate

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