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Regularization and Variance-Weighted Regression Achieves Minimax Optimality in Linear MDPs: Theory and Practice


May 22, 2023
Toshinori Kitamura, Tadashi Kozuno, Yunhao Tang, Nino Vieillard, Michal Valko, Wenhao Yang, Jincheng Mei, Pierre Ménard, Mohammad Gheshlaghi Azar, Rémi Munos, Olivier Pietquin, Matthieu Geist, Csaba Szepesvári, Wataru Kumagai, Yutaka Matsuo

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* ICML 2023 accepted 

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Langevin Autoencoders for Learning Deep Latent Variable Models


Sep 15, 2022
Shohei Taniguchi, Yusuke Iwasawa, Wataru Kumagai, Yutaka Matsuo

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* accepted at Neural Information Processing Systems (NeurIPS 2022) 

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Equivariant and Invariant Reynolds Networks


Oct 15, 2021
Akiyoshi Sannai, Makoto Kawano, Wataru Kumagai

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* 15 pages, 4 figures 

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Group Equivariant Conditional Neural Processes


Feb 17, 2021
Makoto Kawano, Wataru Kumagai, Akiyoshi Sannai, Yusuke Iwasawa, Yutaka Matsuo

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Universal Approximation Theorem for Equivariant Maps by Group CNNs


Dec 27, 2020
Wataru Kumagai, Akiyoshi Sannai

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Variable Selection for Nonparametric Learning with Power Series Kernels


Jun 02, 2018
Kota Matsui, Wataru Kumagai, Kenta Kanamori, Mitsuaki Nishikimi, Takafumi Kanamori

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Regret Analysis for Continuous Dueling Bandit


Dec 12, 2017
Wataru Kumagai

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* 14 pages. This paper was accepted at NIPS 2017 as a spotlight presentation 

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Learning Bound for Parameter Transfer Learning


Jan 18, 2017
Wataru Kumagai

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* This paper was accepted at NIPS 2016 as a poster presentation 

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Parallel Distributed Block Coordinate Descent Methods based on Pairwise Comparison Oracle


Sep 13, 2014
Kota Matsui, Wataru Kumagai, Takafumi Kanamori

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