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A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets.

, , and . NIPS, page 2672-2680. (2012)

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Spectral Dimensionality Reduction., , , , , and . Feature Extraction, volume 207 of Studies in Fuzziness and Soft Computing, Springer, (2006)Distributed SAGA: Maintaining linear convergence rate with limited communication., and . CoRR, (2017)Beyond variance reduction: Understanding the true impact of baselines on policy optimization., , , and . CoRR, (2020)On the interplay between noise and curvature and its effect on optimization and generalization., , , , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 3503-3513. PMLR, (2020)Batch Reinforcement Learning Through Continuation Method., , , , , and . ICLR, OpenReview.net, (2021)Target-based Surrogates for Stochastic Optimization., , , , and . CoRR, (2023)Deep Language Networks: Joint Prompt Training of Stacked LLMs using Variational Inference., , , , , , , , and . CoRR, (2023)A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets., , and . NIPS, page 2672-2680. (2012)An operator view of policy gradient methods., , and . NeurIPS, (2020)Erratum to: Minimizing finite sums with the stochastic average gradient., , and . Math. Program., 162 (1-2): 113 (2017)