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J-GLOBAL ID：202001014898421900   Update date: May. 08, 2024

Kuroki Yuko

クロキ ユウコ | Kuroki Yuko
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Affiliation and department：
CENTAI Institute

About CENTAI Institute


Job title： Postdoctoral Researcher
Homepage URL  (2)： https://sites.google.com/view/yuko-kuroki/ ,  https://sites.google.com/view/yuko-kuroki/home
Research field  (1)： Mathematical informatics
Research theme for competitive and other funds  (4)：
  • 2022 - 2027 Graph Algorithms and Optimization: Theory and Scalable Algorithms
  • 2018 - 2023 Large Graphs: Theory and Algorithms
  • 2020 - 2022 限られた情報に基づく統計的機械学習と数理最適化アルゴリズムの開発
  • 2018 - 2021 Multi-objective optimization on networks and its applications to machine learning
Papers (14)：
  • Yuko Kuroki, Atsushi Miyauchi 0001, Francesco Bonchi, Wei Chen 0013. Query-Efficient Correlation Clustering with Noisy Oracle. CoRR. 2024. abs/2402.01400
  • Yuko Kuroki, Alberto Rumi, Taira Tsuchiya, Fabio Vitale, Nicolò Cesa-Bianchi. Best-of-Both-Worlds Algorithms for Linear Contextual Bandits. Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (AISTATS2024). 2023. 238. 1216-1224
  • Motoya Ohnishi, Isao Ishikawa, Yuko Kuroki, Masahiro Ikeda. Dynamic Structure Estimation from Bandit Feedback. CoRR. 2022. abs/2206.00861
  • Yihan Du, Wei Chen 0034, Yuko Kuroki, Longbo Huang. Collaborative Pure Exploration in Kernel Bandit. CoRR. 2021. abs/2110.15771
  • Yihan Du, Yuko Kuroki, Wei Chen 0013. Combinatorial Pure Exploration with Bottleneck Reward Function. Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021(NeurIPS). 2021. 23956-23967
ｍore...
MISC (3)：
  • 黒木 祐子. 5分で分かる!? 有名論文ナナメ読み Chen, S. et al. : Combinatorial Pure Exploration of Multi-armed Bandits. 情報処理 : 情報処理学会誌 : IPSJ magazine. 2022. 63. 5. 258-260
  • 黒木祐子. 離散数学に親しむ 人工知能と離散数学 組合せバンディット問題. 数理科学. 2021. 59. 12
  • Yuko Kuroki, Tomomi Matsui. Approximation Algorithm for Cycle-Star Hub Network Design Problems and Cycle-Metric Labeling Problems. WALCOM: Algorithms and Computation, 11th International Conference and Workshops(WALCOM). 2017. 10167. 397-408
Work history (1)：
  • 2024/05 - 現在 CENTAI Institute Postdoctoral Researcher
Committee career (1)：
  • 2022/06 - 現在 情報論的学習理論と機械学習研究会(IBIS ML) 2022〜2023年度 研究専門委員会
Awards (1)：
  • 2021/12 - 井上科学振興財団 第38回井上研究奨励賞
※ Researcher’s information displayed in J-GLOBAL is based on the information registered in researchmap. For details, see here.

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