conftrace_

decentralized stochastic gradient descent

8 papers

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Also known as

DSGD DECENTRALIZED SGD D-SGD

Co-occurring keywords · papers mentioning both

distributed learning (4) stochastic gradient descent (4) decentralized learning (3) generalization bound (3) communication topology (2) stochastic method (2) communication efficiency (2) distributed optimization (2) decentralized optimization (2) non-convex optimization (2)

Papers

Stability and Generalization of Zeroth-Order Decentralized Stochastic Gradient Descent with Changing Topology AAAI 2025 Towards Stability and Generalization Bounds in Decentralized Minibatch Stochastic Gradient Descent AAAI 2024 Decentralized SGD and Average-direction SAM are Asymptotically Equivalent ICML 2023 DSGD-CECA: Decentralized SGD with Communication-Optimal Exact Consensus Algorithm ICML 2023 Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data AISTATS 2023 Topology-aware Generalization of Decentralized SGD ICML 2022 Stability and Generalization of Decentralized Stochastic Gradient Descent AAAI 2021 Moniqua: Modulo Quantized Communication in Decentralized SGD ICML 2020