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Universal Asymptotic Optimality of Polyak Momentum.

, and . ICML, volume 119 of Proceedings of Machine Learning Research, page 8565-8572. PMLR, (2020)

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Average-case Acceleration Through Spectral Density Estimation., and . CoRR, (2020)SING: A Plug-and-Play DNN Learning Technique., , , , and . CoRR, (2023)Nonlinear Acceleration of Deep Neural Networks., , , and . CoRR, (2018)Nonlinear Acceleration of CNNs., , , and . ICLR (Workshop), OpenReview.net, (2018)Generalization of Quasi-Newton Methods: Application to Robust Symmetric Multisecant Updates., , , and . CoRR, (2020)Acceleration through spectral density estimation., and . ICML, volume 119 of Proceedings of Machine Learning Research, page 7553-7562. PMLR, (2020)Extra-gradient with player sampling for provable fast convergence in n-player games., , , , and . CoRR, (2019)Accelerating Smooth Games by Manipulating Spectral Shapes., , , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 1705-1715. PMLR, (2020)Average-case Acceleration for Bilinear Games and Normal Matrices., , and . ICLR, OpenReview.net, (2021)Adaptive Quasi-Newton and Anderson Acceleration Framework with Explicit Global (Accelerated) Convergence Rates.. AISTATS, volume 238 of Proceedings of Machine Learning Research, page 883-891. PMLR, (2024)