Iterative Regularization for Learning with Convex Loss Functions

31 March 2015

Papers citing "Iterative Regularization for Learning with Convex Loss Functions"

6 / 6 papers shown

Title
Simultaneous Model Selection and Optimization through Parameter-free Stochastic Learning Francesco Orabona 127 103 0 15 Jun 2014
Learning with incremental iterative regularization Lorenzo Rosasco S. Villa 45 14 0 30 Apr 2014
Early stopping and non-parametric regression: An optimal data-dependent stopping rule Garvesh Raskutti Martin J. Wainwright Bin Yu 72 299 0 15 Jun 2013
Stochastic Gradient Descent for Non-smooth Optimization: Convergence Results and Optimal Averaging Schemes Ohad Shamir Tong Zhang 143 573 0 08 Dec 2012
Computational and Statistical Tradeoffs via Convex Relaxation V. Chandrasekaran Michael I. Jordan 86 220 0 05 Nov 2012
Optimal learning rates for Kernel Conjugate Gradient regression Gilles Blanchard Nicole Krämer 50 71 0 29 Sep 2010