conftrace_

decentralized optimization

113 papers

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Co-occurring keywords

distributed learning (563) stochastic optimization (1060) stochastic gradient descent (1091) gradient tracking (25) variance reduction (523) communication complexity (99) nonconvex optimization (316) distributed optimization (275) stochastic gradient (296) communication efficiency (297)

Papers

Decentralized Dictionary Learning Over Time-Varying Digraphs JMLR 2019
Asynchronous Decentralized Parallel Stochastic Gradient Descent ICML 2018
A Decentralised Approach to Intersection Traffic Management IJCAI 2018
Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization NIPS 2018
Decentralized Submodular Maximization: Bridging Discrete and Continuous Settings ICML 2018
Decentralize and Randomize: Faster Algorithm for Wasserstein Barycenters NIPS 2018
Towards More Efficient Stochastic Decentralized Learning: Faster Convergence and Sparse Communication ICML 2018
Decentralized Collaborative Learning of Personalized Models over Networks AISTATS 2017
Can Decentralized Algorithms Outperform Centralized Algorithms? A Case Study for Decentralized Parallel Stochastic Gradient Descent NIPS 2017
DSA: Decentralized Double Stochastic Averaging Gradient Algorithm JMLR 2016
Gossip Dual Averaging for Decentralized Optimization of Pairwise Functions ICML 2016
Fully Decentralized Task Swaps with Optimized Local Searching RSS 2014
Distributed Dual Averaging In Networks NIPS 2010