Constant Step Size Least-Mean-Square: Bias-Variance Trade-offs and Optimal Sampling Distributions

29 November 2014

Papers citing "Constant Step Size Least-Mean-Square: Bias-Variance Trade-offs and Optimal Sampling Distributions"

4 / 4 papers shown

Title
Solving Empirical Risk Minimization in the Current Matrix Multiplication Time Y. Lee Zhao Song Qiuyi Zhang 19 115 0 11 May 2019
Iterate averaging as regularization for stochastic gradient descent Gergely Neu Lorenzo Rosasco MoMe 40 61 0 22 Feb 2018
Exponential convergence of testing error for stochastic gradient methods Loucas Pillaud-Vivien Alessandro Rudi Francis R. Bach 32 31 0 13 Dec 2017
From Averaging to Acceleration, There is Only a Step-size Nicolas Flammarion Francis R. Bach 40 138 0 07 Apr 2015