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stochastic composite optimization

3 papers

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Co-occurring keywords · papers mentioning both

gradient descent (2) composite optimization (2) stochastic optimization (2) estimate sequence (1) stochastic noise (1) asynchronous parallel optimization (1) single-time scale algorithm (1) asynchronous learning (1) proximal algorithm (1) linear convergence (1)

Papers

A one-sample decentralized proximal algorithm for non-convex stochastic composite optimization UAI 2023 Doubly Sparse Asynchronous Learning for Stochastic Composite Optimization IJCAI 2022 Estimate Sequences for Stochastic Composite Optimization: Variance Reduction, Acceleration, and Robustness to Noise JMLR 2020