conftrace_

linear speedup

27 papers

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Co-occurring keywords · papers mentioning both

federated learning (9) stochastic gradient descent (8) convergence rate (7) communication efficiency (5) distributed optimization (5) distributed learning (5) convergence analysis (5) non-convex optimization (4) asynchronous parallel (3) asynchronous parallel optimization (3)

Papers

On Variance Reduction in Stochastic Gradient Descent and its Asynchronous Variants NeurIPS 2015 Map-Reduce for Machine Learning on Multicore NeurIPS 2006