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Mathematical Optimization
Japan

Activities

Employment (1)

The University of Tokyo: Tokyo, JP

2023-04-01 to present | Assistant Professor (Graduate School of Information Science and Technology)
Employment
Source: Self-asserted source
Shota Takahashi

Education and qualifications (3)

総合研究大学院大学/The Graduate University for Advanced Studies, SOKENDAI: 立川/Tachikawa, 東京/Tokyo, JP

2020-10-01 to 2023-03-24 | 博士(統計科学)/Doctor of Philosophy (複合科学研究科統計科学専攻/Department of Statistical Science, School of Multidisciplinary Sciences)
Education
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The Graduate University for Advanced Studies, SOKENDAI

Tokyo Institute of Technology: Tokyo, Tôkyô, JP

2018-04-01 to 2020-03-31 | Master of Science (Department of Mathematical and Computing Science)
Education
Source: Self-asserted source
Shota Takahashi

Tokyo Institute of Technology: Tokyo, Tôkyô, JP

2014-04-01 to 2018-03-31 | Bachelor of Science (Department of Information Science)
Education
Source: Self-asserted source
Shota Takahashi

Funding (2)

非凸・非平滑複素最適化問題の構造を利用した手法の開発と電波干渉計への応用

2023-08-31 to 2025-03-31 | Grant
Japan Society for the Promotion of Science (Tokyo, JP)
GRANT_NUMBER: 23K19953
Source: Self-asserted source
Shota Takahashi via DimensionsWizard

実用的な航空画像処理を実現するための最適化基盤の構築

2023-04-01 to 2028-03-31 | Grant
Japan Society for the Promotion of Science (Tokyo, JP)
GRANT_NUMBER: 23H01642
Source: Self-asserted source
Shota Takahashi via DimensionsWizard

Works (4)

Approximate bregman proximal gradient algorithm for relatively smooth nonconvex optimization

Computational Optimization and Applications
2025-01 | Journal article
Contributors: Shota Takahashi; Akiko Takeda
Source: check_circle
Crossref
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Preferred source (of 2)‎

Majorization-minimization Bregman proximal gradient algorithms for nonnegative matrix factorization with the Kullback–Leibler divergence

arXiv
2024 | Other
EID:

2-s2.0-85204254644

Part of ISSN: 23318422
Contributors: Takahashi, S.; Tanaka, M.; Ikeda, S.
Source: Self-asserted source
Shota Takahashi via Scopus - Elsevier

Blind deconvolution with non-smooth regularization via Bregman proximal DCAs

Signal Processing
2023-01 | Journal article
Contributors: Shota Takahashi; Mirai Tanaka; Shiro Ikeda
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

New Bregman proximal type algorithms for solving DC optimization problems

Computational Optimization and Applications
2022-12 | Journal article
Contributors: Shota Takahashi; Mituhiro Fukuda; Mirai Tanaka
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Peer review (3 reviews for 3 publications/grants)

Review activity for Journal of global optimization. (1)
Review activity for Journal of scientific computing. (1)
Review activity for Mathematics of operations research. (1)