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time-varying network

7 papers

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decentralized optimization (5) distributed learning (3) communication complexity (3) graphical model (2) convex optimization (2) decentralized online learning (1) projection-free algorithm (1) accelerated gradient method (1) nonparanormal model (1) decentralized composite optimization (1)

Papers

Optimal Decentralized Composite Optimization for Strongly Convex Functions JMLR 2025 Lower Bounds and Optimal Algorithms for Non-Smooth Convex Decentralized Optimization over Time-Varying Networks NeurIPS 2024 Is Consensus Acceleration Possible in Decentralized Optimization over Slowly Time-Varying Networks? ICML 2023 ADOM: Accelerated Decentralized Optimization Method for Time-Varying Networks ICML 2021 Projection-free Decentralized Online Learning for Submodular Maximization over Time-Varying Networks JMLR 2021 Post-Regularization Inference for Time-Varying Nonparanormal Graphical Models JMLR 2018 On Time Varying Undirected Graphs AISTATS 2011