conftrace_

random reshuffling

12 papers

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Also known as

RR

Co-occurring keywords

stochastic gradient descent (1091) stochastic optimization (1060) convergence rate (607) sampling without replacement (8) variance reduction (523) min-max optimization (80) without-replacement sampling (7) convergence analysis (395) non-convex optimization (547) finite-sum optimization (31)

Papers

A New Random Reshuffling Method for Nonsmooth Nonconvex Finite-sum Optimization JMLR 2025
Don't Compress Gradients in Random Reshuffling: Compress Gradient Differences NIPS 2024
Stochastic Extragradient with Random Reshuffling: Improved Convergence for Variational Inequalities AISTATS 2024
Random Reshuffling with Variance Reduction: New Analysis and Better Rates UAI 2023
Zeroth-Order Methods for Convex-Concave Min-max Problems: Applications to Decision-Dependent Risk Minimization AISTATS 2022
A Unified Convergence Theorem for Stochastic Optimization Methods NIPS 2022
GraB: Finding Provably Better Data Permutations than Random Reshuffling NIPS 2022
Proximal and Federated Random Reshuffling ICML 2022
Sampling without Replacement Leads to Faster Rates in Finite-Sum Minimax Optimization NIPS 2022
Random Reshuffling: Simple Analysis with Vast Improvements NIPS 2020
Recht-Re Noncommutative Arithmetic-Geometric Mean Conjecture is False ICML 2020
Random Reshuffling is Not Always Better NIPS 2020