conftrace_

decentralized sgd

5 papers

Explore in graph

Co-occurring keywords · papers mentioning both

communication topology (2) algorithmic stability (2) consensus rate (1) exponential graph (1) non-convex (1) co-coercivity (1) neighboring-consensus error (1) consensus model (1) finite-time convergence (1) spectral gap (1)

Papers

Stability and Generalization Analysis of Decentralized SGD: Sharper Bounds Beyond Lipschitzness and Smoothness ICML 2025 Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm ICML 2024 Beyond Exponential Graph: Communication-Efficient Topologies for Decentralized Learning via Finite-time Convergence NeurIPS 2023 Topology-aware Generalization of Decentralized SGD ICML 2022 Exponential Graph is Provably Efficient for Decentralized Deep Training NeurIPS 2021