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Gradient descent with identity initialization efficiently learns positive definite linear transformations by deep residual networks., , и . CoRR, (2018)Experiments with Infinite-Horizon, Policy-Gradient Estimation, , и . CoRR, (2011)A simple parameter-free and adaptive approach to optimization under a minimal local smoothness assumption., , и . CoRR, (2018)Optimal Mean Estimation without a Variance., , , и . CoRR, (2020)FLAG: Fast Linearly-Coupled Adaptive Gradient Method., , , и . CoRR, (2016)How Many Pretraining Tasks Are Needed for In-Context Learning of Linear Regression?, , , , , и . CoRR, (2023)REGAL: A Regularization based Algorithm for Reinforcement Learning in Weakly Communicating MDPs., и . UAI, стр. 35-42. AUAI Press, (2009)An Instance-Dependent Analysis for the Cooperative Multi-Player Multi-Armed Bandit., , и . ALT, том 201 из Proceedings of Machine Learning Research, стр. 1166-1215. PMLR, (2023)Improved Learning Complexity in Combinatorial Pure Exploration Bandits., , , , и . AISTATS, том 51 из JMLR Workshop and Conference Proceedings, стр. 1004-1012. JMLR.org, (2016)Linear Programming for Large-Scale Markov Decision Problems., , и . ICML, том 32 из JMLR Workshop and Conference Proceedings, стр. 496-504. JMLR.org, (2014)