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J-GLOBAL ID:200901074634811097   Update date: May. 01, 2024

Hirai Hiroshi

ヒライ ヒロシ | Hirai Hiroshi
Affiliation and department:
Job title: Professor
Homepage URL  (1): https://www.math.nagoya-u.ac.jp/~hirai.hiroshi/index.html
Research field  (3): Mathematical informatics ,  Applied mathematics and statistics ,  Basic mathematics
Research keywords  (3): optimization ,  algorithm ,  離散数学
Research theme for competitive and other funds  (11):
  • 2021 - 2024 Auction design for two-sided markets: an approach from discrete optimization
  • 2019 - 2023 新しい凸性に基づくアルゴリズムと最適化理論
  • 2017 - 2021 Exploring novel discrete convexity in discrete optimization and designing high performance algorithms based on it
  • 2013 - 2019 Developments of discrete optimization theory and efficient algorithms based on submodular structures
  • 2014 - 2018 Development of machine learning algorithms based on discrete convex analysis
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Papers (59):
  • FFrom Matrix Scaling to Geodesically-Convex Optimzation on Nonpositively Curved Spaces. Proceeding of the Thirty-Fourth RAMP Mathematical Optimization Symposium. 2023. 59-79
  • Hiroshi Hirai, Motoki Ikeda. Node-Connectivity Terminal Backup, Separately Capacitated Multiflow, and Discrete Convexity. SIAM Journal on Discrete Mathematics. 2023. 37. 1. 351-378
  • Hiroshi Hirai. Convex Analysis on Hadamard Spaces and Scaling Problems. Foundations of Computational Mathematics. 2023
  • Hiroshi Hirai, Ryosuke Sato. Polyhedral Clinching Auctions for Indivisible Goods. WINE. 2023. 366-383
  • Hiroshi Hirai, Harold Nieuwboer, Michael Walter. Interior-point methods on manifolds: theory and applications. FOCS. 2023. 2021-2030
more...
MISC (4):
  • 平井広志. CAT(0)空間上のアルゴリズムと最適化について. 電子情報通信学会誌. 2018. 101. 3
  • Hiroshi Hirai. Discrete convex functions on graphs and their algorithmic applications. Combinatorial Optimization and Graph Algorithms: Communications of NII Shonan Meetings. 2017. 67-100
  • Discrete convex function on graph structure and its application. 2014. 92. 59-64
  • 平井 広志. T_X-approaches to multiflows and metrics. RIMS Kokyrurok Bessatsu. 2010. B23. 107-130
Lectures and oral presentations  (20):
  • 非正曲率空間のアルゴリズムと最適化について
    (名古屋大学多元数理科学研究科 大談話会 2023)
  • 行列スケーリングから非正曲率空間上の測地的凸最適化へ
    (第35回 RAMP 数理最適化シンポジウム (RAMP 2023) 2023)
  • Interior point methods on manifolds: theory and applications
    (ICIAM2023, Mini-symposium "Advances in Optimization II", 早稲田大学 2023)
  • Finding Hall blockers by matrix scaling
    (Fifth Conference on Optimization and Machine Learning (DOxML), 政策研究大学院大学(GRIPS) 2023)
  • 行列スケーリングから非正曲率空間上の測地的凸最適化へ
    (幾何セミナー,東京都立大学 2023)
more...
Education (2):
  • 2002 - 2004 The University of Tokyo
  • 2000 - 2002 The University of Tokyo The Faculty of Engineering Department of Mathematical Engineering and Information Physics
Professional career (1):
  • Doctor of Science (Kyoto University)
Work history (4):
  • 2023/05 - 現在 Nagoya University Graduate School of Mathematics Professor
  • 2014/04 - 2023/05 The University of Tokyo The Graduate School of Information Science and Technology, Department of Mathematical Informatics
  • 2010/11 - 2014/03 The University of Tokyo The Graduate School of Information Science and Technology, Department of Mathematical Informatics
  • 2004/04 - 2010/10 Kyoto University Research Institute for Mathematical Sciences
Committee career (2):
  • 2021/01 - 現在 SIAM Journal on Applied Algebra and Geometry (SIAGA) Associate Editor
  • 2019/04 - 現在 日本応用数理学会 離散システム研究部会 主査
Awards (7):
  • 2019/03 - 日本オペレーションズ・リサーチ学会フェロー
  • 2018/09 - 日本オペレーションズ・リサーチ学会60周年記念論文賞
  • 2018/04 - 文部科学大臣表彰 若手科学者賞
  • 2015/06 - 人工知能学会研究会優秀賞
  • 2014/08 - 日本オペレーションズ・リサーチ学会研究賞
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Association Membership(s) (2):
日本オペレーションズリサーチ学会 ,  THE JAPAN SOCIETY FOR INDUSTRIAL AND APPLIED MATHEMATICS
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