conftrace_

random shuffling

3 papers

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Co-occurring keywords · papers mentioning both

stochastic gradient descent (3) lower bound (2) convex optimization (2) random permutation (1) incremental gradient method (1) finite-sum minimization (1) random reshuffling (1) strongly convex function (1) convergence rate (1) strongly convex (1)

Papers

Tighter Lower Bounds for Shuffling SGD: Random Permutations and Beyond ICML 2023 How Good is SGD with Random Shuffling? COLT 2020 Random Shuffling Beats SGD after Finite Epochs ICML 2019