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Sample Efficient Policy Gradient Methods with Recursive Variance Reduction.

, , and . ICLR, OpenReview.net, (2020)

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Improving Adversarial Robustness Requires Revisiting Misclassified Examples., , , , , and . ICLR, OpenReview.net, (2020)Sample Efficient Policy Gradient Methods with Recursive Variance Reduction., , and . ICLR, OpenReview.net, (2020)Minimax Optimal Reinforcement Learning for Discounted MDPs., , and . CoRR, (2020)Understanding the Intrinsic Robustness of Image Distributions using Conditional Generative Models., , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 3883-3893. PMLR, (2020)Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow., , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 5751-5760. PMLR, (2018)Robust Classification of Information Networks by Consistent Graph Learning., , and . ECML/PKDD (2), volume 9285 of Lecture Notes in Computer Science, page 752-767. Springer, (2015)Accelerated Stochastic Block Coordinate Descent with Optimal Sampling., and . KDD, page 2035-2044. ACM, (2016)Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks., and . CoRR, (2018)GIN: A Clustering Model for Capturing Dual Heterogeneity in Networked Data., , , , , , and . SDM, page 388-396. SIAM, (2015)On Trivial Solution and Scale Transfer Problems in Graph Regularized NMF., , and . IJCAI, page 1288-1293. IJCAI/AAAI, (2011)