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Lucas Versini

1 paper hereh-index 00 citations1 works total

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author position
  • first author1

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fields
  • cs.LG1

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collaborators

1 paper

cs.LG2026

Tight Analysis of Decentralized SGD: A Markov Chain Perspective

Lucas Versini, Paul Mangold, Aymeric Dieuleveut

We propose a novel analysis of the Decentralized Stochastic Gradient Descent (DSGD) algorithm with constant step size, interpreting the iterates of the algorithm as a Markov chain.…

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