conftrace_

gradient tracking

29 papers

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Also known as

GT

Co-occurring keywords · papers mentioning both

decentralized optimization (17) distributed optimization (8) distributed learning (8) federated learning (8) non-convex optimization (7) variance reduction (5) stochastic optimization (5) data heterogeneity (4) bilevel optimization (3) communication efficiency (3)

Papers

Decentralized TD Tracking with Linear Function Approximation and its Finite-Time Analysis NeurIPS 2020 Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: Joint Gradient Estimation and Tracking ICML 2020 Second Order Optimality in Decentralized Non-Convex Optimization via Perturbed Gradient Tracking NeurIPS 2020 Decentralized Gradient Tracking for Continuous DR-Submodular Maximization AISTATS 2019