Rchr
J-GLOBAL ID：201601016989883655   Update date: Nov. 19, 2024

SUEHIRO DAIKI

スエヒロ ダイキ | SUEHIRO DAIKI
Affiliation and department：
Kyushu University Faculty of Information Science and Electrical Engineering Department of Advanced Information Technology

About Kyushu University Faculty of Information Science and Electrical Engineering Department of Advanced Information Technology


Other affiliations (1)：
  • RIKEN AIP  Computational learning theory team 
Homepage URL  (1)： https://sites.google.com/site/dsuehiro93/
Research field  (3)： Intelligent informatics ,  Mathematical informatics ,  Information theory
Research keywords  (4)： Machine Learning ,  Online Decision Making ,  Data Mining ,  Learning Analytics
Research theme for competitive and other funds  (6)：
  • 2024 - 2029 データサンプリングを前提とした機械学習の包括的枠組み
  • 2021 - 2024 Unified approach for data sampling problems based on online prediction theory
  • 2023 - 2024 学習問題の統合的帰着
  • 2020 - 2023 Weakly supervised learning using domain knowledge and meta-data in life science
  • 2020 - 2023 学習問題の統合的帰着
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Papers (29)：
  • Shinnosuke Matsuo, Daiki Suehiro, Seiichi Uchida, Hiroaki Ito, Kazuhiro Terada, Akihiko Yoshizawa, Ryoma Bise. Learning from Partial Label Proportions for Whole Slide Image Segmentation. MICCAI (11). 2024. 372-382
  • Kaito Shiku, Shinnosuke Matsuo, Daiki Suehiro, Ryoma Bise. Counting Network for Learning from Majority Label. ICASSP. 2024. 7025-7029
  • Shunsuke Kubo, Shinnosuke Matsuo, Daiki Suehiro, Kazuhiro Terada, Hiroaki Ito, Akihiko Yoshizawa, Ryoma Bise. Theoretical Proportion Label Perturbation for Learning from Label Proportions in Large Bags. ECAI. 2024. 2194-2201
  • Kaito Shiku, Shinnosuke Matsuo, Daiki Suehiro, Ryoma Bise. Counting Network for Learning from Majority Label. CoRR. 2024. abs/2403.13370
  • Heon Song, Nariaki Mitsuo, Seiichi Uchida, Daiki Suehiro. No regret sample selection with noisy labels. Mach. Learn. 2024. 113. 3. 1163-1188
ｍore...
MISC (19)：
ｍore...
Patents (1)：
Works (1)：
  • コンピュータ将棋ソフト「STR」
    末廣大貴, 井智弘, 坂内英夫, 畑埜晃平, 瀧本英二, 竹田正幸 2011 - 2014
Education (1)：
  • 2011 - 2014 Kyushu University Graduate School of Information Science and Electrical Engineering Department of Informatics
Professional career (1)：
  • 博士 (九州大学)
Work history (6)：
  • 2024/04 - 現在 Kyushu University Faculty of Information Science and Electrical Engineering Associate Professor
  • 2023/04 - 2024/03 Yokohama City University School of Data Science
  • 2017/04 - 2023/03 Kyushu University Faculty of Information Science and Electrical Engineering Assistant Professor
  • 2016/06 - 2017/03 Kyushu University Faculty of Arts and Science Research Assistant Professor
  • 2016/05 - 2016/05 Kyushu University Faculty of Arts and Science Researcher
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Committee career (5)：
  • 2023 - 現在 人工知能学会全国大会 実行委員(オーガナイズドセッション担当)
  • 2019 - 現在 ACML2019 Program Committee member
  • 2018 - 現在 AAAI2019 Program Committee member
  • 2018 - 現在 ACML2018 Program Committee member
  • 2017/07 - 現在 電子情報通信学会 システム数理と応用研究会(MSS研究会) 回路とシステムワークショップ D(離散システム理論)分科会 実行委員
Awards (4)：
  • 2022/09 - 電子情報通信学会九州支部連合大会講演奨励賞 適応的データバランス調整~オンライン予測の理論に基づくアプローチ~
  • 2022/05 - DAS2022 Best Student Paper Award Revealing Reliable Signatures by Learning Top-Rank Pairs
  • 2017/09 - 電子情報通信学会九州支部 H29年度電子情報通信学会九州支部講演奨励賞受賞論文 Shapeletに基づいた文字認識
  • 2011/11 - IBIS 2011 Honorable Mention Approximate Reduction from AUC Maximization to 1-norm Soft Margin Optimization
Association Membership(s) (1)：
THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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