cs.LG, math.OC

High Probability Guarantees for Random Reshuffling

arXiv:2311.11841v4 Announce Type: replace-cross
Abstract: We consider the stochastic gradient method with random reshuffling ($\mathsf{RR}$) for tackling smooth nonconvex optimization problems. $\mathsf{RR}$ finds broad applications in practice, notab…