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asynchronous parallel optimization

5 papers

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Co-occurring keywords · papers mentioning both

asynchronous parallel (3) linear speedup (3) convergence rate (2) linear convergence (2) distributed learning (2) non-convex optimization (2) stochastic gradient descent (2) stochastic gradient (2) stochastic optimization (2) multicore system (1)

Papers

Doubly Sparse Asynchronous Learning for Stochastic Composite Optimization IJCAI 2022 Improved Asynchronous Parallel Optimization Analysis for Stochastic Incremental Methods JMLR 2018 A Comprehensive Linear Speedup Analysis for Asynchronous Stochastic Parallel Optimization from Zeroth-Order to First-Order NeurIPS 2016 The Sound of APALM Clapping: Faster Nonsmooth Nonconvex Optimization with Stochastic Asynchronous PALM NeurIPS 2016 Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization NeurIPS 2015