Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n)

10 June 2013

Papers citing "Non-strongly-convex smooth stochastic approximation with convergence rate O(1/n)"

6 / 6 papers shown

Title
SGD with memory: fundamental properties and stochastic acceleration Dmitry Yarotsky Maksim Velikanov 60 1 0 05 Oct 2024
Gaussian Approximation and Multiplier Bootstrap for Polyak-Ruppert Averaged Linear Stochastic Approximation with Applications to TD Learning S. Samsonov Eric Moulines Qi-Man Shao Zhuo-Song Zhang Alexey Naumov 63 5 0 26 May 2024
Tight Finite Time Bounds of Two-Time-Scale Linear Stochastic Approximation with Markovian Noise Shaan ul Haque S. Khodadadian S. T. Maguluri 82 11 0 31 Dec 2023
Online Estimation with Rolling Validation: Adaptive Nonparametric Estimation with Streaming Data Tianyu Zhang Jing Lei 77 1 0 18 Oct 2023
The Implicit Regularization of Stochastic Gradient Flow for Least Squares Alnur Ali Yan Sun Robert Tibshirani 56 77 0 17 Mar 2020
A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets Nicolas Le Roux Mark Schmidt Francis R. Bach ODL 60 103 0 28 Feb 2012