Non asymptotic analysis of Adaptive stochastic gradient algorithms and applications

1 March 2023

Papers citing "Non asymptotic analysis of Adaptive stochastic gradient algorithms and applications"

7 / 7 papers shown

Title
Non-asymptotic Analysis of Biased Adaptive Stochastic Approximation Sobihan Surendran Antoine Godichon-Baggioni Adeline Fermanian Sylvain Le Corff 92 2 0 05 Feb 2024
A stochastic Gauss-Newton algorithm for regularized semi-discrete optimal transport Bernard Bercu Jérémie Bigot S. Gadat Emilia Siviero 88 6 0 12 Jul 2021
On the asymptotic rate of convergence of Stochastic Newton algorithms and their Weighted Averaged versions Claire Boyer Antoine Godichon-Baggioni 56 19 0 19 Nov 2020
A Simple Convergence Proof of Adam and Adagrad Alexandre Défossez Léon Bottou Francis R. Bach Nicolas Usunier 123 159 0 05 Mar 2020
An efficient stochastic Newton algorithm for parameter estimation in logistic regressions Bernard Bercu Antoine Godichon Bruno Portier 55 23 0 16 Apr 2019
Online estimation of the geometric median in Hilbert spaces : non asymptotic confidence balls H. Cardot P. Cénac Antoine Godichon 121 55 0 27 Jan 2015
Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n) Francis R. Bach Eric Moulines 110 405 0 10 Jun 2013