本多 淳也

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氏名(漢字/フリガナ/アルファベット表記)
本多 淳也/ホンダ ジュンヤ/Honda, Junya
所属部署・職名(部局/所属/講座等/職名)
情報学研究科/システム科学専攻システム構成論講座/准教授
学部兼担
部局 所属 講座等 職名
工学部
所属学会(国内)
学会名(日本語) 学会名(英語)
電子情報通信学会 The Institute of Electronics, Information and Communication Engineers
所属学会(海外)
学会名(英語) 国名
The Institute of Electrical and Electronics Engineers United States of America
取得学位
学位名(日本語) 学位名(英語) 大学(日本語) 大学(英語) 取得区分
修士(情報理工学) 東京大学
博士(科学) 東京大学
出身大学院・研究科等
大学名(日本語) 大学名(英語) 研究科名(日本語) 研究科名(英語) 専攻名(日本語) 専攻名(英語) 修了区分
東京大学 大学院情報理工学系研究科数理情報学専攻修士課程 修了
東京大学 大学院新領域創成科学研究科複雑理工学専攻博士課程 修了
出身学校・専攻等
大学名(日本語) 大学名(英語) 学部名(日本語) 学部名(英語) 学科名(日本語) 学科名(英語) 卒業区分
東京大学 工学部計数工学科 卒業
職歴
期間 組織名(日本語) 組織名(英語) 職名(日本語) 職名(英語)
2013/04/01〜2016/12/31 東京大学 The University of Tokyo 助教 Research Associate
2017/01/01〜2020/12/31 東京大学 The University of Tokyo 講師 Lecturer
researchmap URL
https://researchmap.jp/jhonda
論文
著者 著者(日本語) 著者(英語) タイトル タイトル(日本語) タイトル(英語) 書誌情報等 書誌情報等(日本語) 書誌情報等(英語) 出版年月 査読の有無 記述言語 掲載種別 公開
Hideaki Imamura, Nontawat Charoenphakdee, Futoshi Futami, Issei Sato, Junya Honda, Masashi Sugiyama Hideaki Imamura, Nontawat Charoenphakdee, Futoshi Futami, Issei Sato, Junya Honda, Masashi Sugiyama Hideaki Imamura, Nontawat Charoenphakdee, Futoshi Futami, Issei Sato, Junya Honda, Masashi Sugiyama Time-varying Gaussian Process Bandit Optimization with Non-constant Evaluation Time. Time-varying Gaussian Process Bandit Optimization with Non-constant Evaluation Time. Time-varying Gaussian Process Bandit Optimization with Non-constant Evaluation Time. CoRR, abs/2003.04691 CoRR, abs/2003.04691 CoRR, abs/2003.04691 2020 研究論文(学術雑誌) 公開
Tabata, Koji, Nakamura, Atsuyoshi, Honda, Junya, Komatsuzaki, Tamiki Tabata, Koji, Nakamura, Atsuyoshi, Honda, Junya, Komatsuzaki, Tamiki Tabata, Koji, Nakamura, Atsuyoshi, Honda, Junya, Komatsuzaki, Tamiki A bad arm existence checking problem: How to utilize asymmetric problem structure? A bad arm existence checking problem: How to utilize asymmetric problem structure? A bad arm existence checking problem: How to utilize asymmetric problem structure? MACHINE LEARNING MACHINE LEARNING MACHINE LEARNING 2019/10 英語 研究論文(学術雑誌) 公開
Hideaki Kano, Junya Honda, Kentaro Sakamaki, Kentaro Matsuura, Atsuyoshi Nakamura, Masashi Sugiyama Hideaki Kano, Junya Honda, Kentaro Sakamaki, Kentaro Matsuura, Atsuyoshi Nakamura, Masashi Sugiyama Hideaki Kano, Junya Honda, Kentaro Sakamaki, Kentaro Matsuura, Atsuyoshi Nakamura, Masashi Sugiyama Good arm identification via bandit feedback Good arm identification via bandit feedback Good arm identification via bandit feedback MACHINE LEARNING, 108, 5, 721-745 MACHINE LEARNING, 108, 5, 721-745 MACHINE LEARNING, 108, 5, 721-745 2019/05 英語 研究論文(学術雑誌) 公開
Koji Tabata, Atsuyoshi Nakamura, Junya Honda, Tamiki Komatsuzaki Koji Tabata, Atsuyoshi Nakamura, Junya Honda, Tamiki Komatsuzaki Koji Tabata, Atsuyoshi Nakamura, Junya Honda, Tamiki Komatsuzaki A Bad Arm Existence Checking Problem. A Bad Arm Existence Checking Problem. A Bad Arm Existence Checking Problem. CoRR, abs/1901.11200 CoRR, abs/1901.11200 CoRR, abs/1901.11200 2019 公開
Liyuan Xu, Junya Honda, Gang Niu, Masashi Sugiyama Liyuan Xu, Junya Honda, Gang Niu, Masashi Sugiyama Liyuan Xu, Junya Honda, Gang Niu, Masashi Sugiyama Uncoupled Regression from Pairwise Comparison Data. Uncoupled Regression from Pairwise Comparison Data. Uncoupled Regression from Pairwise Comparison Data. , 3994-4004 , 3994-4004 , 3994-4004 2019 研究論文(国際会議プロシーディングス) 公開
Chenri Ni, Nontawat Charoenphakdee, Junya Honda, Masashi Sugiyama Chenri Ni, Nontawat Charoenphakdee, Junya Honda, Masashi Sugiyama Chenri Ni, Nontawat Charoenphakdee, Junya Honda, Masashi Sugiyama On the Calibration of Multiclass Classification with Rejection. On the Calibration of Multiclass Classification with Rejection. On the Calibration of Multiclass Classification with Rejection. , 2582-2592 , 2582-2592 , 2582-2592 2019 研究論文(国際会議プロシーディングス) 公開
Masahiro Kato, Takeshi Teshima, Junya Honda Masahiro Kato, Takeshi Teshima, Junya Honda Masahiro Kato, Takeshi Teshima, Junya Honda Learning from Positive and Unlabeled Data with a Selection Bias. Learning from Positive and Unlabeled Data with a Selection Bias. Learning from Positive and Unlabeled Data with a Selection Bias. 2019 研究論文(国際会議プロシーディングス) 公開
Seiichi Kuroki, Nontawat Charoenphakdee, Han Bao, Junya Honda, Issei Sato, Masashi Sugiyama Seiichi Kuroki, Nontawat Charoenphakdee, Han Bao, Junya Honda, Issei Sato, Masashi Sugiyama Seiichi Kuroki, Nontawat Charoenphakdee, Han Bao, Junya Honda, Issei Sato, Masashi Sugiyama Unsupervised Domain Adaptation Based on Source-Guided Discrepancy Unsupervised Domain Adaptation Based on Source-Guided Discrepancy Unsupervised Domain Adaptation Based on Source-Guided Discrepancy THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 4122-4129 THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 4122-4129 THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 4122-4129 2019 英語 研究論文(国際会議プロシーディングス) 公開
Liyuan Xu, Junya Honda, Masashi Sugiyama Liyuan Xu, Junya Honda, Masashi Sugiyama Liyuan Xu, Junya Honda, Masashi Sugiyama Dueling Bandits with Qualitative Feedback Dueling Bandits with Qualitative Feedback Dueling Bandits with Qualitative Feedback THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 5549-5556 THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 5549-5556 THIRTY-THIRD AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FIRST INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / NINTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 5549-5556 2019 英語 研究論文(国際会議プロシーディングス) 公開
Kanamori, Kenta, Toyoura, Kazuaki, Honda, Junya, Hattori, Kazuki, Seko, Atsuto, Karasuyama, Masayuki, Shitara, Kazuki, Shiga, Motoki, Kuwabara, Akihide, Takeuchi, Ichiro Kanamori, Kenta, Toyoura, Kazuaki, Honda, Junya, Hattori, Kazuki, Seko, Atsuto, Karasuyama, Masayuki, Shitara, Kazuki, Shiga, Motoki, Kuwabara, Akihide, Takeuchi, Ichiro Kanamori, Kenta, Toyoura, Kazuaki, Honda, Junya, Hattori, Kazuki, Seko, Atsuto, Karasuyama, Masayuki, Shitara, Kazuki, Shiga, Motoki, Kuwabara, Akihide, Takeuchi, Ichiro Exploring a potential energy surface by machine learning for characterizing atomic transport Exploring a potential energy surface by machine learning for characterizing atomic transport Exploring a potential energy surface by machine learning for characterizing atomic transport PHYSICAL REVIEW B, 97, 12 PHYSICAL REVIEW B, 97, 12 PHYSICAL REVIEW B, 97, 12 2018/03 英語 研究論文(学術雑誌) 公開
Junpei Komiyama, Akiko Takeda, Junya Honda, Hajime Shimao Junpei Komiyama, Akiko Takeda, Junya Honda, Hajime Shimao Junpei Komiyama, Akiko Takeda, Junya Honda, Hajime Shimao Nonconvex Optimization for Regression with Fairness Constraints. Nonconvex Optimization for Regression with Fairness Constraints. Nonconvex Optimization for Regression with Fairness Constraints. , 2742-2751 , 2742-2751 , 2742-2751 2018 研究論文(国際会議プロシーディングス) 公開
Liyuan Xu, Junya Honda, Masashi Sugiyama Liyuan Xu, Junya Honda, Masashi Sugiyama Liyuan Xu, Junya Honda, Masashi Sugiyama A fully adaptive algorithm for pure exploration in linear bandits. A fully adaptive algorithm for pure exploration in linear bandits. A fully adaptive algorithm for pure exploration in linear bandits. , 843-851 , 843-851 , 843-851 2018 研究論文(国際会議プロシーディングス) 公開
Cowan, Wesley, Honda, Junya, Katehakis, Michael N. Cowan, Wesley, Honda, Junya, Katehakis, Michael N. Cowan, Wesley, Honda, Junya, Katehakis, Michael N. Normal Bandits of Unknown Means and Variances Normal Bandits of Unknown Means and Variances Normal Bandits of Unknown Means and Variances JOURNAL OF MACHINE LEARNING RESEARCH, 18 JOURNAL OF MACHINE LEARNING RESEARCH, 18 JOURNAL OF MACHINE LEARNING RESEARCH, 18 2018 英語 研究論文(学術雑誌) 公開
Honda, Junya Honda, Junya Honda, Junya Exact Asymptotics of Random Coding Error Probability for General Memoryless Channels Exact Asymptotics of Random Coding Error Probability for General Memoryless Channels Exact Asymptotics of Random Coding Error Probability for General Memoryless Channels 2018 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 1844-1848 2018 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 1844-1848 2018 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 1844-1848 2018 英語 研究論文(国際会議プロシーディングス) 公開
Hu, Weihua, Yamamoto, Hirosuke, Honda, Junya Hu, Weihua, Yamamoto, Hirosuke, Honda, Junya Hu, Weihua, Yamamoto, Hirosuke, Honda, Junya Worst-case Redundancy of Optimal Binary AIFV Codes and Their Extended Codes Worst-case Redundancy of Optimal Binary AIFV Codes and Their Extended Codes Worst-case Redundancy of Optimal Binary AIFV Codes and Their Extended Codes IEEE TRANSACTIONS ON INFORMATION THEORY, 63, 8, 5074-5086 IEEE TRANSACTIONS ON INFORMATION THEORY, 63, 8, 5074-5086 IEEE TRANSACTIONS ON INFORMATION THEORY, 63, 8, 5074-5086 2017/08 英語 研究論文(学術雑誌) 公開
Honda, Junya, Yamamoto, Hirosuke Honda, Junya, Yamamoto, Hirosuke Honda, Junya, Yamamoto, Hirosuke Variable-to-Fixed Length Homophonic Coding Suitable for Asymmetric Channel Coding Variable-to-Fixed Length Homophonic Coding Suitable for Asymmetric Channel Coding Variable-to-Fixed Length Homophonic Coding Suitable for Asymmetric Channel Coding 2017 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2850-2854 2017 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2850-2854 2017 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2850-2854 2017 英語 研究論文(国際会議プロシーディングス) 公開
Junpei Komiyama, Junya Honda, Akiko Takeda Junpei Komiyama, Junya Honda, Akiko Takeda Junpei Komiyama, Junya Honda, Akiko Takeda Position-based Multiple-play Bandit Problem with Unknown Position Bias. Position-based Multiple-play Bandit Problem with Unknown Position Bias. Position-based Multiple-play Bandit Problem with Unknown Position Bias. ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017), 30, 4998-5008 ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017), 30, 4998-5008 ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 30 (NIPS 2017), 30, 4998-5008 2017 英語 研究論文(国際会議プロシーディングス) 公開
Junpei Komiyama, Junya Honda, Hiroshi Nakagawa Junpei Komiyama, Junya Honda, Hiroshi Nakagawa Junpei Komiyama, Junya Honda, Hiroshi Nakagawa Copeland Dueling Bandit Problem: Regret Lower Bound, Optimal Algorithm, and Computationally Efficient Algorithm. Copeland Dueling Bandit Problem: Regret Lower Bound, Optimal Algorithm, and Computationally Efficient Algorithm. Copeland Dueling Bandit Problem: Regret Lower Bound, Optimal Algorithm, and Computationally Efficient Algorithm. , 1235-1244 , 1235-1244 , 1235-1244 2016 研究論文(国際会議プロシーディングス) 公開
Honda, Junya, Yamamoto, Hirosuke Honda, Junya, Yamamoto, Hirosuke Honda, Junya, Yamamoto, Hirosuke Variable-to-Fixed Length Homophonic Coding with a Modified Shannon-Fano-Flias Code Variable-to-Fixed Length Homophonic Coding with a Modified Shannon-Fano-Flias Code Variable-to-Fixed Length Homophonic Coding with a Modified Shannon-Fano-Flias Code PROCEEDINGS OF 2016 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS (ISITA 2016), 11-15 PROCEEDINGS OF 2016 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS (ISITA 2016), 11-15 PROCEEDINGS OF 2016 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS (ISITA 2016), 11-15 2016 英語 研究論文(国際会議プロシーディングス) 公開
Hu, Weihua, Yamamoto, Hirosuke, Honda, Junya Hu, Weihua, Yamamoto, Hirosuke, Honda, Junya Hu, Weihua, Yamamoto, Hirosuke, Honda, Junya Tight Upper Bounds on the Redundancy of Optimal Binary AIFV Codes Tight Upper Bounds on the Redundancy of Optimal Binary AIFV Codes Tight Upper Bounds on the Redundancy of Optimal Binary AIFV Codes 2016 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 6-10 2016 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 6-10 2016 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, 6-10 2016 英語 研究論文(国際会議プロシーディングス) 公開
Honda, Junya, Takemura, Akimichi Honda, Junya, Takemura, Akimichi Honda, Junya, Takemura, Akimichi Non-Asymptotic Analysis of a New Bandit Algorithm for Semi-Bounded Reward Non-Asymptotic Analysis of a New Bandit Algorithm for Semi-Bounded Reward Non-Asymptotic Analysis of a New Bandit Algorithm for Semi-Bounded Reward JOURNAL OF MACHINE LEARNING RESEARCH, 16, 3721-3756 JOURNAL OF MACHINE LEARNING RESEARCH, 16, 3721-3756 JOURNAL OF MACHINE LEARNING RESEARCH, 16, 3721-3756 2015/12 英語 研究論文(学術雑誌) 公開
Yamamoto, Hirosuke, Tsuchihashi, Masato, Honda, Junya Yamamoto, Hirosuke, Tsuchihashi, Masato, Honda, Junya Yamamoto, Hirosuke, Tsuchihashi, Masato, Honda, Junya Almost Instantaneous Fixed-to-Variable Length Codes Almost Instantaneous Fixed-to-Variable Length Codes Almost Instantaneous Fixed-to-Variable Length Codes IEEE TRANSACTIONS ON INFORMATION THEORY, 61, 12, 6432-6443 IEEE TRANSACTIONS ON INFORMATION THEORY, 61, 12, 6432-6443 IEEE TRANSACTIONS ON INFORMATION THEORY, 61, 12, 6432-6443 2015/12 英語 研究論文(学術雑誌) 公開
Junpei Komiyama, Junya Honda, Hiroshi Nakagawa Junpei Komiyama, Junya Honda, Hiroshi Nakagawa Junpei Komiyama, Junya Honda, Hiroshi Nakagawa Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays. Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays. Optimal Regret Analysis of Thompson Sampling in Stochastic Multi-armed Bandit Problem with Multiple Plays. , 1152-1161 , 1152-1161 , 1152-1161 2015 研究論文(国際会議プロシーディングス) 公開
Junpei Komiyama, Junya Honda, Hisashi Kashima, Hiroshi Nakagawa Junpei Komiyama, Junya Honda, Hisashi Kashima, Hiroshi Nakagawa Junpei Komiyama, Junya Honda, Hisashi Kashima, Hiroshi Nakagawa Regret Lower Bound and Optimal Algorithm in Dueling Bandit Problem. Regret Lower Bound and Optimal Algorithm in Dueling Bandit Problem. Regret Lower Bound and Optimal Algorithm in Dueling Bandit Problem. , 1141-1154 , 1141-1154 , 1141-1154 2015 研究論文(国際会議プロシーディングス) 公開
Honda, Junya Honda, Junya Honda, Junya Exact Asymptotics for the Random Coding Error Probability Exact Asymptotics for the Random Coding Error Probability Exact Asymptotics for the Random Coding Error Probability 2015 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 91-95 2015 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 91-95 2015 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 91-95 2015 英語 研究論文(国際会議プロシーディングス) 公開
Komiyama, Junpei, Honda, Junya, Nakagawa, Hiroshi Komiyama, Junpei, Honda, Junya, Nakagawa, Hiroshi Komiyama, Junpei, Honda, Junya, Nakagawa, Hiroshi Regret Lower Bound and Optimal Algorithm in Finite Stochastic Partial Monitoring Regret Lower Bound and Optimal Algorithm in Finite Stochastic Partial Monitoring Regret Lower Bound and Optimal Algorithm in Finite Stochastic Partial Monitoring ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 28 (NIPS 2015), 28 ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 28 (NIPS 2015), 28 ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 28 (NIPS 2015), 28 2015 英語 研究論文(国際会議プロシーディングス) 公開
Wang, Runxin, Honda, Junya, Yamamoto, Hirosuke, Liu, Rongke Wang, Runxin, Honda, Junya, Yamamoto, Hirosuke, Liu, Rongke Wang, Runxin, Honda, Junya, Yamamoto, Hirosuke, Liu, Rongke FV Polar Coding for Lossy Compression with an Improved Exponent FV Polar Coding for Lossy Compression with an Improved Exponent FV Polar Coding for Lossy Compression with an Improved Exponent 2015 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 1517-1521 2015 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 1517-1521 2015 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 1517-1521 2015 英語 研究論文(国際会議プロシーディングス) 公開
Wang, Runxin, Honda, Junya, Yamamoto, Hirosuke, Liu, Rongke, Hou, Yi Wang, Runxin, Honda, Junya, Yamamoto, Hirosuke, Liu, Rongke, Hou, Yi Wang, Runxin, Honda, Junya, Yamamoto, Hirosuke, Liu, Rongke, Hou, Yi Construction of Polar Codes for Channels with Memory Construction of Polar Codes for Channels with Memory Construction of Polar Codes for Channels with Memory 2015 IEEE INFORMATION THEORY WORKSHOP - FALL (ITW), 187-191 2015 IEEE INFORMATION THEORY WORKSHOP - FALL (ITW), 187-191 2015 IEEE INFORMATION THEORY WORKSHOP - FALL (ITW), 187-191 2015 英語 研究論文(国際会議プロシーディングス) 公開
Honda, Junya, Yamamoto, Hirosuke Honda, Junya, Yamamoto, Hirosuke Honda, Junya, Yamamoto, Hirosuke Variable Length Lossy Coding Using an LDPC Code Variable Length Lossy Coding Using an LDPC Code Variable Length Lossy Coding Using an LDPC Code IEEE TRANSACTIONS ON INFORMATION THEORY, 60, 1, 762-775 IEEE TRANSACTIONS ON INFORMATION THEORY, 60, 1, 762-775 IEEE TRANSACTIONS ON INFORMATION THEORY, 60, 1, 762-775 2014/01 英語 研究論文(学術雑誌) 公開
Honda, Junya, Takemura, Akimichi Honda, Junya, Takemura, Akimichi Honda, Junya, Takemura, Akimichi Optimality of Thompson Sampling for Gaussian Bandits Depends on Priors Optimality of Thompson Sampling for Gaussian Bandits Depends on Priors Optimality of Thompson Sampling for Gaussian Bandits Depends on Priors ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 33, 33, 375-383 ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 33, 33, 375-383 ARTIFICIAL INTELLIGENCE AND STATISTICS, VOL 33, 33, 375-383 2014 英語 研究論文(国際会議プロシーディングス) 公開
Kunihiro, Noboru, Honda, Junya Kunihiro, Noboru, Honda, Junya Kunihiro, Noboru, Honda, Junya RSA Meets DPA: Recovering RSA Secret Keys from Noisy Analog Data RSA Meets DPA: Recovering RSA Secret Keys from Noisy Analog Data RSA Meets DPA: Recovering RSA Secret Keys from Noisy Analog Data CRYPTOGRAPHIC HARDWARE AND EMBEDDED SYSTEMS - CHES 2014, 8731, 261-278 CRYPTOGRAPHIC HARDWARE AND EMBEDDED SYSTEMS - CHES 2014, 8731, 261-278 CRYPTOGRAPHIC HARDWARE AND EMBEDDED SYSTEMS - CHES 2014, 8731, 261-278 2014 英語 研究論文(国際会議プロシーディングス) 公開
Honda, Junya, Yamamoto, Hirosuke Honda, Junya, Yamamoto, Hirosuke Honda, Junya, Yamamoto, Hirosuke Polar Coding Without Alphabet Extension for Asymmetric Models Polar Coding Without Alphabet Extension for Asymmetric Models Polar Coding Without Alphabet Extension for Asymmetric Models IEEE TRANSACTIONS ON INFORMATION THEORY, 59, 12, 7829-7838 IEEE TRANSACTIONS ON INFORMATION THEORY, 59, 12, 7829-7838 IEEE TRANSACTIONS ON INFORMATION THEORY, 59, 12, 7829-7838 2013/12 英語 研究論文(学術雑誌) 公開
Junya Honda, Akimichi Takemura Junya Honda, Akimichi Takemura Junya Honda, Akimichi Takemura Stochastic bandit based on empirical moments Stochastic bandit based on empirical moments Stochastic bandit based on empirical moments Journal of Machine Learning Research, 22, 529-537 Journal of Machine Learning Research, 22, 529-537 Journal of Machine Learning Research, 22, 529-537 2012 研究論文(国際会議プロシーディングス) 公開
Honda, Junya, Yamamoto, Hirosuke Honda, Junya, Yamamoto, Hirosuke Honda, Junya, Yamamoto, Hirosuke Polar Coding without Alphabet Extension for Asymmetric Channels Polar Coding without Alphabet Extension for Asymmetric Channels Polar Coding without Alphabet Extension for Asymmetric Channels 2012 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT) 2012 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT) 2012 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY PROCEEDINGS (ISIT) 2012 英語 研究論文(国際会議プロシーディングス) 公開
Honda, Junya, Yamamoto, Hirosuke Honda, Junya, Yamamoto, Hirosuke Honda, Junya, Yamamoto, Hirosuke Fast Linear-Programming Decoding of LDPC Codes over GF(2(m)) Fast Linear-Programming Decoding of LDPC Codes over GF(2(m)) Fast Linear-Programming Decoding of LDPC Codes over GF(2(m)) 2012 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS (ISITA 2012), 754-758 2012 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS (ISITA 2012), 754-758 2012 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS (ISITA 2012), 754-758 2012 英語 研究論文(国際会議プロシーディングス) 公開
Honda, Junya, Takemura, Akimichi Honda, Junya, Takemura, Akimichi Honda, Junya, Takemura, Akimichi An asymptotically optimal policy for finite support models in the multiarmed bandit problem An asymptotically optimal policy for finite support models in the multiarmed bandit problem An asymptotically optimal policy for finite support models in the multiarmed bandit problem MACHINE LEARNING, 85, 3, 361-391 MACHINE LEARNING, 85, 3, 361-391 MACHINE LEARNING, 85, 3, 361-391 2011/12 英語 研究論文(学術雑誌) 公開
Junya Honda, Akimichi Takemura Junya Honda, Akimichi Takemura Junya Honda, Akimichi Takemura An asymptotically optimal bandit algorithm for bounded support models An asymptotically optimal bandit algorithm for bounded support models An asymptotically optimal bandit algorithm for bounded support models COLT 2010 - The 23rd Conference on Learning Theory, 67-79 COLT 2010 - The 23rd Conference on Learning Theory, 67-79 COLT 2010 - The 23rd Conference on Learning Theory, 67-79 2010 研究論文(国際会議プロシーディングス) 公開
Honda, Junya, Yamamoto, Hirosuke Honda, Junya, Yamamoto, Hirosuke Honda, Junya, Yamamoto, Hirosuke Variable Length Lossy Coding using an LDPC Code Variable Length Lossy Coding using an LDPC Code Variable Length Lossy Coding using an LDPC Code 2009 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, VOLS 1- 4, 1973-+ 2009 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, VOLS 1- 4, 1973-+ 2009 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY, VOLS 1- 4, 1973-+ 2009 英語 研究論文(国際会議プロシーディングス) 公開
Miyake, Shigeki, Honda, Junya, Yamamoto, Hirosuke Miyake, Shigeki, Honda, Junya, Yamamoto, Hirosuke Miyake, Shigeki, Honda, Junya, Yamamoto, Hirosuke Application of LCLP to Lossy Source Coding Application of LCLP to Lossy Source Coding Application of LCLP to Lossy Source Coding 2008 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS, VOLS 1-3, 589-+ 2008 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS, VOLS 1-3, 589-+ 2008 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS, VOLS 1-3, 589-+ 2008 英語 研究論文(国際会議プロシーディングス) 公開

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著者 著者(日本語) 著者(英語) タイトル タイトル(日本語) タイトル(英語) 書誌情報等 書誌情報等(日本語) 書誌情報等(英語) 出版年月 査読の有無 記述言語 掲載種別 公開
田畑 公次, 中村 篤祥, 本多 淳也, 小松崎 民樹 田畑 公次, 中村 篤祥, 本多 淳也, 小松崎 民樹 田畑 公次, 中村 篤祥, 本多 淳也, 小松崎 民樹 試行回数の少ない悪腕存在チェックアルゴリズム (特集 「命題論理の充足可能性問題SATの最新動向」および一般) 試行回数の少ない悪腕存在チェックアルゴリズム (特集 「命題論理の充足可能性問題SATの最新動向」および一般) Bad Arm Existence Checking Algorithms with Small Sample Complexity 人工知能基本問題研究会, 106, 94-99 人工知能基本問題研究会, 106, 94-99 人工知能基本問題研究会, 106, 94-99 2018/03/16 日本語 公開
本多 淳也, 三宅 茂樹, 山本 博資, 丸山 充 本多 淳也, 三宅 茂樹, 山本 博資, 丸山 充 HONDA Junya, MIYAKE Shigeki, YAMAMOTO Hirosuke, MARUYAMA Mitsuru LDPC符号と線形計画法を用いた情報源符号化 LDPC符号と線形計画法を用いた情報源符号化 Source Coding with LDPC Code using Linear Programming 電子情報通信学会技術研究報告. IT, 情報理論, 108, 158, 27-32 電子情報通信学会技術研究報告. IT, 情報理論, 108, 158, 27-32 IEICE technical report, 108, 158, 27-32 2008/07/17 日本語 公開
タイトル言語:
書籍等出版物
著者 著者(日本語) 著者(英語) タイトル タイトル(日本語) タイトル(英語) 出版社 出版社(日本語) 出版社(英語) 出版年月 記述言語 担当区分 公開
本多, 淳也, 中村, 篤祥, 講談社サイエンティフィク 本多, 淳也, 中村, 篤祥, 講談社サイエンティフィク バンディット問題の理論とアルゴリズム = Theory and algorithms for bandit problems 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 講談社 2016 日本語 公開
タイトル言語:
外部資金:競争的資金 (科学研究費補助金)
種別 代表/分担 テーマ(日本語) テーマ(英語) 期間
若手研究 代表 情報論的手法に基づく知識探索アルゴリズムの構築 (2020年度分) 2020/04/01〜2021/03/31
担当科目
講義名(日本語) 講義名(英語) 開講期 学部/研究科 年度
情報符号理論続論(数理) Mathematical theory of information and communications 後期 工学部 2021/04〜2022/03
確率離散事象論 Stochastic Discrete Event Systems 前期 工学部 2021/04〜2022/03
システム科学通論 II Systems Science, Advanced II 後期 情報学研究科 2021/04〜2022/03
システム科学通論 I Systems Science, Advanced I 前期 情報学研究科 2021/04〜2022/03
統計的システム論 Statistical Systems Theory 前期 情報学研究科 2021/04〜2022/03
部局運営(役職等)
役職名 期間
広報WG委員 2021/04/01〜2022/03/31