Optimal Rates for Learning with Nyström Stochastic Gradient Methods

21 October 2017

Papers citing "Optimal Rates for Learning with Nyström Stochastic Gradient Methods"

6 / 6 papers shown

Title
NYTRO: When Subsampling Meets Early Stopping Tomás Angles Raffaello Camoriano Alessandro Rudi Lorenzo Rosasco 45 32 0 19 Oct 2015
Minimizing Finite Sums with the Stochastic Average Gradient Mark Schmidt Nicolas Le Roux Francis R. Bach 248 1,246 0 10 Sep 2013
Revisiting the Nystrom Method for Improved Large-Scale Machine Learning Alex Gittens Michael W. Mahoney 91 414 0 07 Mar 2013
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes Ohad Shamir Tong Zhang 134 573 0 08 Dec 2012
On Some Extensions of Bernstein's Inequality for Self-adjoint Operators Stanislav Minsker 85 151 0 22 Dec 2011
Online Learning as Stochastic Approximation of Regularization Paths P. Tarres Yuan Yao 65 94 0 29 Mar 2011