Nakamura Atsuyoshi

ナカムラアツヨシ | Nakamura Atsuyoshi

Affiliation and department：
Homepage URL (2)： https://www-alg.ist.hokudai.ac.jp/~atsu/index_J.html , https://www-alg.ist.hokudai.ac.jp/~atsu/index.html

Research field (3)： Intelligent informatics , Intelligent robotics , Perceptual information processing

Research keywords (7)：アルゴリズム , 汎化性能 , Online Leaning , Active Learning , Computational Learning Theory , 機械学習 , データマイニング

Research theme for competitive and other funds (10)：

2024 - 2029 漸近的最適かつ実用的な純粋探索バンディット方策の開発
2022 - 2026 Online Desision Making Methods for Various Problems and Criteria
2019 - 2024 MARE: Recognition and Discovery Techniques for Giving Awarenesss
2019 - 2023 バンディット問題の方策の実用化のための理論の深化
2018 - 2023 Development of Data-driven Mathematical Analysis for Single Cells and Singularity Cells

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Papers (95)：

Koji Tabata, Hiroyuki Kawagoe, J Nicholas Taylor, Kentaro Mochizuki, Toshiki Kubo, Jean-Emmanuel Clement, Yasuaki Kumamoto, Yoshinori Harada, Atsuyoshi Nakamura, Katsumasa Fujita, et al. On-the-fly Raman microscopy guaranteeing the accuracy of discrimination. Proceedings of the National Academy of Sciences of the United States of America. 2024. 121. 12. e2304866121
Atsuyoshi Nakamura. Query learning algorithm for ordered multi-terminal binary decision diagrams. Discret. Appl. Math. 2024. 352. 69-87
Tatsuya Hayashi, Naoki Ito, Koji Tabata, Atsuyoshi Nakamura, Katsumasa Fujita, Yoshinori Harada, Tamiki Komatsuzaki. Gaussian process classification bandits. Pattern Recognit. 2024. 149. 110224-110224
Xuyang Cao, Yang Cao 0011, Primal Pappachan, Atsuyoshi Nakamura, Masatoshi Yoshikawa. Differentially Private Streaming Data Release Under Temporal Correlations via Post-processing. DBSec. 2023. 184-200
Koji Tabata, Junpei Komiyama, Atsuyoshi Nakamura, Tamiki Komatsuzaki. Posterior Tracking Algorithm for Classification Bandits. AISTATS. 2023. 10994-11022

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MISC (58)：

田畑公次, 中村篤祥, 高見亮佑, Joshua Arenson, 和田弥生, Walker Peterson, 合田圭介, 園下将大, 小松崎民樹. 単調増加制約のあるレベルセット推定. 人工知能学会研究会資料人工知能基本問題研究会. 2023. 124. 25-30
中村篤祥. 与えられたデータに無矛盾なコンパクトな多出力二分決定グラフの質問学習. 人工知能学会研究会資料人工知能基本問題研究会. 2023. 123. 31-36
Estimation of Propagation Graph by Pairwise Alignment of Time Series Data. 2020. 114. 1-6
NAKAMURA Atsuyoshi, SAKURADA Kento. Effect and Application of Branching Condition Sharing of Decision Forests. Proceedings of the Annual Conference of JSAI. 2020. 2020. 2I1GS201-2I1GS201
Keisuke Todo, Atsuyoshi Nakamura and Mineichi Kudo. A Fast Approximate Algorithm for k-Median Problem on a Graph. Proceedings of the 15th International Workshop on Mining and Learning with Graphs (MLG). 2019

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Patents (14)：

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Books (2)：

バンディット問題の理論とアルゴリズム (機械学習プロフェッショナルシリーズ)
講談社 2016 ISBN:406152917X
基礎から学ぶ情報理論
ムイスリ出版 2013 ISBN:489641215X

Education (3)：

2000 - Tokyo Institute of Technology Graduate School of Science and Engineering
1986 - 1988 Tokyo Institute of Technology
1982 - 1986 Tokyo Institute of Technology School of Science Department of Information Science

Professional career (1)：

博士(理学) (東京工業大学)

Work history (3)：

2021/04 - 現在 Hokkaido University Graduate School of Information Science and Technology Professor
2002/07 - 2021/03 Hokkaido University Graduate School of Information Science and Technology Associate Professor
1988/04 - 2002/06 NEC Corporation

Awards (2)：

2013 - 電子情報通信学会情報・システムソサイエティ査読功労賞
2013 - 電子情報通信学会情報・システムソサイエティ活動功労賞

Association Membership(s) (3)：

THE JAPANESE SOCIETY FOR ARTIFICIAL INTELLIGENCE , THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS , INFORMATION PROCESSING SOCIETY OF JAPAN

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