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Improved stability and generalization guarantees of the decentralized SGD algorithm
This paper presents a new generalization error analysis for Decentralized Stochastic
Gradient Descent (D-SGD) based on algorithmic stability. The obtained results overhaul a …
Gradient Descent (D-SGD) based on algorithmic stability. The obtained results overhaul a …
Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm
This paper presents a new generalization error analysis for Decentralized Stochastic
Gradient Descent (D-SGD) based on algorithmic stability. The obtained results overhaul a …
Gradient Descent (D-SGD) based on algorithmic stability. The obtained results overhaul a …