conftrace_

distributed optimization

310 papers

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Co-occurring keywords · papers mentioning both

federated learning (76) communication efficiency (58) distributed learning (49) stochastic gradient descent (48) convex optimization (41) non-convex optimization (39) communication complexity (30) stochastic optimization (27) communication compression (24) variance reduction (23)

Papers

Large Scale Distributed Sparse Precision Estimation NeurIPS 2013 More Effective Distributed ML via a Stale Synchronous Parallel Parameter Server NeurIPS 2013 Online Learning of Dynamic Parameters in Social Networks NeurIPS 2013 Trading Computation for Communication: Distributed Stochastic Dual Coordinate Ascent NeurIPS 2013 Communication/Computation Tradeoffs in Consensus-Based Distributed Optimization NeurIPS 2012 Communication-Efficient Algorithms for Statistical Optimization NeurIPS 2012 Distributed Delayed Stochastic Optimization NeurIPS 2011 Hogwild!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent NeurIPS 2011 Distributed Dual Averaging In Networks NeurIPS 2010 Distributed Optimization with Pairwise Constraints and its Application to Multi-robot Path Planning RSS 2010