知能創発環境研究グループ
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  • Iifan Tyou, Tomoya Murata, Takumi Fukami, Yuki Takezawa, Kenta Niwa, "A Localized Primal-Dual Method for Centralized/Decentralized Federated Learning Robust to Data Heterogeneity," IEEE Transaction on Signals and Information Processing over Networks, Vol.10, pp.94-107, 2024.
  • Naoki Marumo, Takeru Matsuda, Yuto Miyatake, "Modelling the discretization error of initial value problems using the Wishart distribution," Applied Mathematics Letters, Vol.147, Article 108833, 2024.
  • Atsutoshi Kumagai, Tomoharu Iwata, Yasuhiro Fujiwara, "Zero-Shot Task Adaptation with Relevant Feature Information," Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI-24), Vol.38, No.12, pp.13283-13291, 2024.
  • Shoichiro Takeda, Yasunori Akagi, Naoki Marumo, Kenta Niwa, "Optimal Transport with Cyclic Symmetry," Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI-24), Vol.38, No.14, pp.15211-15221, 2024.
  • Shunsuke Horii, Yoichi Chikahara, "Uncertainty Quantification in Heterogeneous Treatment Effect Estimation with Gaussian-Process-Based Partially Linear Model," Proceedings of the 38th AAAI Conference on Artificial Intelligence (AAAI-24), Vol.38, No.18, pp.20420-20429, 2024.