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regularized logistic loss

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proximal stochastic gradient (1) support identification (1) proximal method (1) sparse optimization (1) variance reduction (1) group sparsity (1) convex optimization (1) stochastic gradient (1)

Papers

A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization AISTATS 2023