conftrace_

stochastic proximal gradient

3 papers

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SPG

Co-occurring keywords · papers mentioning both

mirror-stratifiable regularizer (1) dual certificate (1) mini-batch method (1) inexact proximal step (1) polyak momentum (1) nonconvex composite optimization (1) mini-batch gradient (1) regularized empirical risk minimization (1) nonsmooth regularization (1) model consistency (1)

Papers

Non-convex Stochastic Composite Optimization with Polyak Momentum ICML 2024 Model Consistency for Learning with Mirror-Stratifiable Regularizers AISTATS 2019 Non-asymptotic Analysis of Stochastic Methods for Non-Smooth Non-Convex Regularized Problems NeurIPS 2019