Adaptive and Universal Algorithms for Variational Inequalities with Optimal Convergence

15 October 2020

Papers citing "Adaptive and Universal Algorithms for Variational Inequalities with Optimal Convergence"

7 / 7 papers shown

Title
Efficient Adaptive Optimization via Subset-Norm and Subspace-Momentum: Fast, Memory-Reduced Training with Convergence Guarantees T. Nguyen Huy Le Nguyen ODL 33 0 0 11 Nov 2024
Achieving Near-Optimal Convergence for Distributed Minimax Optimization with Adaptive Stepsizes Yan Huang Xiang Li Yipeng Shen Niao He Jinming Xu 44 1 0 05 Jun 2024
$On the Convergence of AdaGrad(Norm) on $\R^{d}$: Beyond Convexity, Non-Asymptotic Rate and Acceleration$ On the Convergence of AdaGrad(Norm) on $\R^{d}$ : Beyond Convexity, Non-Asymptotic Rate and Acceleration Zijian Liu Ta Duy Nguyen Alina Ene Huy Le Nguyen 36 6 0 29 Sep 2022
Smooth Monotone Stochastic Variational Inequalities and Saddle Point Problems: A Survey Aleksandr Beznosikov Boris Polyak Eduard A. Gorbunov D. Kovalev Alexander Gasnikov 42 31 0 29 Aug 2022
No-Regret Learning in Games with Noisy Feedback: Faster Rates and Adaptivity via Learning Rate Separation Yu-Guan Hsieh Kimon Antonakopoulos V. Cevher P. Mertikopoulos 26 26 0 13 Jun 2022
Nest Your Adaptive Algorithm for Parameter-Agnostic Nonconvex Minimax Optimization Junchi Yang Xiang Li Niao He ODL 27 22 0 01 Jun 2022
Adaptive Accelerated (Extra-)Gradient Methods with Variance Reduction Zijian Liu Ta Duy Nguyen Alina Ene Huy Le Nguyen 17 6 0 28 Jan 2022