Search Results for author: Sobihan Surendran

Found 1 papers, 0 papers with code

Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation

no code implementations5 Feb 2024 Sobihan Surendran, Antoine Godichon-Baggioni, Adeline Fermanian, Sylvain Le Corff

This paper provides a comprehensive non-asymptotic analysis of SGD with biased gradients and adaptive steps for convex and non-convex smooth functions.

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