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Evaluating representations by the complexity of learning low-loss predictors


Sep 15, 2020
William F. Whitney, Min Jae Song, David Brandfonbrener, Jaan Altosaar, Kyunghyun Cho


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Overfitting and Optimization in Offline Policy Learning


Jun 27, 2020
David Brandfonbrener, William F. Whitney, Rajesh Ranganath, Joan Bruna


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Frequentist Regret Bounds for Randomized Least-Squares Value Iteration


Nov 01, 2019
Andrea Zanette, David Brandfonbrener, Matteo Pirotta, Alessandro Lazaric


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On the Expected Dynamics of Nonlinear TD Learning


May 29, 2019
David Brandfonbrener, Joan Bruna


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