conftrace_

proximal stochastic gradient

3 papers

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Co-occurring keywords

variance reduction (523) stochastic gradient (296) support identification (2) regularized logistic loss (1) convex function (24) distributional drift (3) proximal method (26) stochastic tracking (2) iterate averaging (14) performative prediction (31)

Papers

A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization AISTATS 2023
Stochastic Optimization under Distributional Drift JMLR 2023
A Simple Proximal Stochastic Gradient Method for Nonsmooth Nonconvex Optimization NIPS 2018