Non-Asymptotic Analysis of Stochastic Approximation Algorithms for Streaming Data

15 September 2021

Papers citing "Non-Asymptotic Analysis of Stochastic Approximation Algorithms for Streaming Data"

7 / 7 papers shown

Title
Beyond Propagation of Chaos: A Stochastic Algorithm for Mean Field Optimization Chandan Tankala Dheeraj M. Nagaraj Anant Raj 44 0 0 17 Mar 2025
Online estimation of the inverse of the Hessian for stochastic optimization with application to universal stochastic Newton algorithms Antoine Godichon-Baggioni Wei Lu Bruno Portier 44 1 0 15 Jan 2024
On Adaptive Stochastic Optimization for Streaming Data: A Newton's Method with O(dN) Operations Antoine Godichon-Baggioni Nicklas Werge ODL 40 3 0 29 Nov 2023
Non asymptotic analysis of Adaptive stochastic gradient algorithms and applications Antoine Godichon-Baggioni Pierre Tarrago 27 5 0 01 Mar 2023
Learning from time-dependent streaming data with online stochastic algorithms Antoine Godichon-Baggioni Nicklas Werge Olivier Wintenberger 27 3 0 25 May 2022
Data Sampling Affects the Complexity of Online SGD over Dependent Data Shaocong Ma Ziyi Chen Yi Zhou Kaiyi Ji Yingbin Liang 9 5 0 31 Mar 2022
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark W. Schmidt 139 1,201 0 16 Aug 2016