conftrace_

adaptive stochastic gradient descent

2 papers

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Co-occurring keywords · papers mentioning both

adaptive sgd (1) stopping time (1) stochastic gradient oracle (1) polyak-lojasiewicz inequality (1) smoothness condition (1) adaptive step size (1) strongly convex function (1) convergence rate (1) linear convergence (1) non-convex optimization (1)

Papers

Beyond Uniform Smoothness: A Stopped Analysis of Adaptive SGD COLT 2023 Linear Convergence of Adaptive Stochastic Gradient Descent AISTATS 2020