Suehiro Daiki 末廣大貴

Researcher Number	20786967
Other IDs
Affiliation (Current)	2025: 九州大学, システム情報科学研究院, 准教授 2025: 横浜市立大学, データサイエンス学部, 准教授
Affiliation (based on the past Project Information) *help	2024: 九州大学, システム情報科学研究院, 准教授 2023: 横浜市立大学, データサイエンス学部, 准教授 2018 – 2022: 九州大学, システム情報科学研究院, 助教
Review Section/Research Field	Principal Investigator Basic Section 61030:Intelligent informatics-related / 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 60010:Theory of informatics-related Except Principal Investigator Basic Section 61010:Perceptual information processing-related
Keywords	Principal Investigator 機械学習 / オンライン予測 / サンプリング / ノイズデータ / ノイズラベル / 組み合わせ最適化 / ノイズあり機械学習 / データサンプリング / 画像認識 / 時系列分析 … More / 局所特徴 / 統計的学習理論 / 時系列分類 / Shapelet / 汎化性能 / マルチインスタンス学習 / shapelet / 汎化性能保証 / 局所パターン … More Except Principal Investigator 画像情報学 / バイオ医療画像解 / バイオイメージインフォマティクス / バイオ医療画像解析 / 教師なし学習 / 半教師あり学習 / 弱教師学習 / 機械学習 Less

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Principal Investigator
- Principal Investigator
  
  末廣大貴
- Project Period (FY)
  2024 – 2028
- 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
  Kyushu University
Unified approach for data sampling problems based on online prediction theoryPrincipal Investigator
- Principal Investigator
  
  Daiki Suehiro
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Review Section
  
  Basic Section 61030:Intelligent informatics-related
- Research Institution
  Yokohama City University
  Kyushu University
Weakly supervised learning using domain knowledge and meta-data in life science
- Principal Investigator
  
  Bise Ryoma
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 61010:Perceptual information processing-related
- Research Institution
  Kyushu University
Unified formulation and generalization performance of local-feature learningPrincipal Investigator
- Principal Investigator
  
  Suehiro Daiki
- Project Period (FY)
  2018 – 2019
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60010:Theory of informatics-related
- Research Institution
  Kyushu University

All 2024 2023 2022 2021 2020 2019 2018

All Journal Article Presentation

[Journal Article] No regret sample selection with noisy labels2024
- Author(s)
  Song Heon、Mitsuo Nariaki、Uchida Seiichi、Suehiro Daiki
- Journal Title
  
  Machine Learning
  
  Volume: 113 Issue: 3 Pages: 1163-1188
- DOI
  10.1007/s10994-023-06478-8
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K12032, KAKENHI-PROJECT-21K18312, KAKENHI-PROJECT-22H00540
[Journal Article] Learning from Label Proportion with Online Pseudo-Label Decision by Regret Minimization2023
- Author(s)
  Shinnnosuke Matsuo, Ryoma Bise, Seiichi Uchida, Daiki Suehiro
- Journal Title
  
  IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2023)
  
  Volume: NA
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04211
[Journal Article] Learning From Label Proportion with Online Pseudo-Label Decision by Regret Minimization2023
- Author(s)
  Matsuo Shinnosuke、Bise Ryoma、Uchida Seiichi、Suehiro Daiki
- Journal Title
  
  Proceedings of the 47th International Conference on Acoustics, Speech, and Signal Processing
  
  Volume: - Pages: 1-5
- DOI
  10.1109/icassp49357.2023.10097069
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-23KJ1723, KAKENHI-PROJECT-21K12032, KAKENHI-PROJECT-21K18312
[Journal Article] No Regret Sample Selection with Noisy Labels2021
- Author(s)
  Heon Song, Nariaki Mitsuo, Seiichi Uchida, Daiki Suehiro
- Journal Title
  
  arXiv preprint 2003.03179
  
  Volume: -
- Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K12032
[Journal Article] Cell Detection from Imperfect Annotation by Pseudo Label Selection Using P-classification2021
- Author(s)
  Fujii Kazuma、Suehiro Daiki、Nishimura Kazuya、Bise Ryoma
- Journal Title
  
  International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI2021)
  
  Volume: 1 Pages: 425-434
- DOI
  10.1007/978-3-030-87237-3_41
- ISBN
  9783030872366, 9783030872373
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20H04211, KAKENHI-PROJECT-22KJ2396
[Journal Article] Theory and Algorithms for Shapelet-based Multiple-Instance Learning2020
- Author(s)
  Daiki Suehiro, Kohei Hatano, Eiji Takimoto, Shuji Yamamoto, Kenichi Bannai, Akiko Takeda
- Journal Title
  
  Neural Computation
  
  Volume: -
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18001
[Journal Article] Adaptive Aggregation of Arbitrary Online Trackers with a Regret Bound2020
- Author(s)
  Heon Song, Daiki Suehiro, Seiichi Uchida
- Journal Title
  
  Proceedings of IEEE Winter Conference on Applications of Computer Vision
  
  Volume: - Pages: 681-689
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18001
[Journal Article] Logo Design Analysis by Ranking2019
- Author(s)
  Takuro Karamatsu, Daiki Suehiro, Seiichi Uchida
- Journal Title
  
  Proceedings of International Conference on Document Analysis and Recognition
  
  Volume: - Pages: 1482-1487
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18001
[Journal Article] Optimal Rejection Function Meets Character Recognition Tasks2019
- Author(s)
  Xiaotong Ji, Yuchen Zheng, Daiki Suehiro, Seiichi Uchida
- Journal Title
  
  Proceedings of Asian Conference on Pattern Recognition
  
  Volume: - Pages: 169-183
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18001
[Journal Article] RankSVM for Offline Signature Verification2019
- Author(s)
  Yan Zheng, Yuchen Zheng, Wataru Ohyama, Daiki Suehiro, Seiichi Uchida
- Journal Title
  
  Proceedings of International Conference on Document Analysis and Recognition
  
  Volume: - Pages: 928-933
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18K18001
[Journal Article] Multiple-Instance Learning by Boosting Infinitely Many Shapelet-based Classifiers2018
- Author(s)
  Daiki Suehiro, Kohei Hatano, Eiji Takimoto, Shuji Yamamoto, Kenichi Bannai, Akiko Takeda
- Journal Title
  
  arXiv preprint arXiv:1811.08084
  
  Volume: arXiv:1811.08084 Pages: 1-20
- Open Access
- Data Source
  KAKENHI-PROJECT-18K18001
[Presentation] ノイズラベルを含むデータに対する適応的サンプリングの枠組み2023
- Author(s)
  ソンホン，満尾成亮，内田誠一，末廣大貴
- Organizer
  第26回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-21K12032
[Presentation] No Regret Sample Selection with Noisy Labels2023
- Author(s)
  Heon Song, Nariaki Mitsuo, Seiichi Uchida, Daiki Suehiro
- Organizer
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2023
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K12032
[Presentation] 部分的なラベル比率からの学習2023
- Author(s)
  松尾信之介, 末廣大貴, 内田誠一, 備瀬竜馬
- Organizer
  電子情報通信学会技術研究報告, PRMU2023-3
- Data Source
  KAKENHI-PROJECT-20H04211
[Presentation] オンライン予測理論に基づく擬似ラベル手法によるクラス比率からの学習2022
- Author(s)
  松尾信之介, 備瀬竜馬, 内田誠一, 末廣大貴
- Organizer
  電子情報通信学会技術研究報告, PRMU2022-12
- Data Source
  KAKENHI-PROJECT-20H04211
[Presentation] 部分的な教師データを用いた細胞検出2022
- Author(s)
  藤井和磨, 末廣大貴, 備瀬竜馬
- Organizer
  電子情報通信学会技術研究報告, PRMU2022-12
- Data Source
  KAKENHI-PROJECT-20H04211
[Presentation] 識別器の斟酌学習2021
- Author(s)
  本田康祐，内田誠一，末廣大貴
- Organizer
  電子情報通信学会パターン認識・メディア理解研究会（PRMU研究会）
- Data Source
  KAKENHI-PROJECT-21K12032
[Presentation] Cell Detection for Imperfect Annotation Problem by using Top-Ranking for Pseudo-Labeling2021
- Author(s)
  Kazuma Fujii, Daiki Suehiro, Kazuya Nishimura, Ryoma Bise (Kyushu Univ.)
- Organizer
  画像の認識・理解シンポジウム(MIRU2021, オンライン開催)
- Data Source
  KAKENHI-PROJECT-20H04211
[Presentation] マルチインスタンス学習への再定式化に基づく理論的汎化誤差導出2019
- Author(s)
  末廣大貴
- Organizer
  第22回情報論的学習理論ワークショップ
- Data Source
  KAKENHI-PROJECT-18K18001
[Presentation] Shapeletに基づくマルチインスタンス学習2019
- Author(s)
  末廣大貴，畑埜晃平，瀧本英二，山本修司，坂内健一，武田朗子
- Organizer
  情報論的学習理論と機械学習研究会（IBISML）
- Data Source
  KAKENHI-PROJECT-18K18001
[Presentation] オンラインエキスパート選択問題としての適応的学習率調整2019
- Author(s)
  満尾成亮, 末廣大貴, 内田誠一
- Organizer
  画像の認識・理解シンポジウム（MIRU）
- Data Source
  KAKENHI-PROJECT-18K18001
[Presentation] オンライントラッカの統合について2019
- Author(s)
  ソンホン, 末廣大貴, 内田誠一
- Organizer
  画像の認識・理解シンポジウム（MIRU）
- Data Source
  KAKENHI-PROJECT-18K18001
[Presentation] 弱教師学習問題における最適局所特徴抽出および樹状突起スパイン検出への応用2019
- Author(s)
  八尋俊希，末廣大貴，本館利佳，鈴木利治，内田誠一
- Organizer
  医用画像研究会
- Data Source
  KAKENHI-PROJECT-18K18001
[Presentation] Shapelet-based Multiple-Instance Learning2019
- Author(s)
  Daiki Suehiro, Kohei Hatano, Eiji Takimoto, Shuji Yamamoto, Kenichi Bannai, Akiko Takeda
- Organizer
  情報論的学習理論と機械学習研究会（IBISML研究会）
- Data Source
  KAKENHI-PROJECT-18K18001
[Presentation] 投手の打ちづらさとは何か～機械学習に基づく投球印象解析～2018
- Author(s)
  角淳之介，末廣大貴，加藤貴昭，内田誠一
- Organizer
  スポーツ情報処理時限研究会
- Data Source
  KAKENHI-PROJECT-18K18001

1. Bise Ryoma (00644270)

# of Collaborated Projects: 2 results

# of Collaborated Products: 6 results
2. 渡邉和秀 (40749397)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
3. 吉澤明彦 (80378645)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Suehiro Daiki 末廣 大貴

Research Projects

Research Products

Co-Researchers

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Principal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Unified approach for data sampling problems based on online prediction theoryPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Weakly supervised learning using domain knowledge and meta-data in life science

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Unified formulation and generalization performance of local-feature learningPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] No regret sample selection with noisy labels2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Learning from Label Proportion with Online Pseudo-Label Decision by Regret Minimization2023

Author(s)

Journal Title

Data Source

[Journal Article] Learning From Label Proportion with Online Pseudo-Label Decision by Regret Minimization2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] No Regret Sample Selection with Noisy Labels2021

Author(s)

Journal Title

Data Source

[Journal Article] Cell Detection from Imperfect Annotation by Pseudo Label Selection Using P-classification2021

Author(s)

Journal Title

DOI

ISBN

Data Source

[Journal Article] Theory and Algorithms for Shapelet-based Multiple-Instance Learning2020

Author(s)

Journal Title

Data Source

[Journal Article] Adaptive Aggregation of Arbitrary Online Trackers with a Regret Bound2020

Author(s)

Journal Title

Data Source

[Journal Article] Logo Design Analysis by Ranking2019

Author(s)

Journal Title

Data Source

[Journal Article] Optimal Rejection Function Meets Character Recognition Tasks2019

Author(s)

Journal Title

Data Source

[Journal Article] RankSVM for Offline Signature Verification2019

Author(s)

Journal Title

Data Source

[Journal Article] Multiple-Instance Learning by Boosting Infinitely Many Shapelet-based Classifiers2018

Author(s)

Journal Title

Data Source

[Presentation] ノイズラベルを含むデータに対する適応的サンプリングの枠組み2023

Author(s)

Organizer

Data Source

Suehiro Daiki 末廣大貴

[Presentation] 投手の打ちづらさとは何か～機械学習に基づく投球印象解析～2018