PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

On Early Stopping in Gradient Descent Learning
yao yuan, rosasco lorenzo and caponnetto andrea
constructive approximation 2005.

Abstract

we provide an error analysis to the gradient descent algorithm for learning and discuss connections of such a learning scheme with well known algorithms such as L2-boosting or landweber regularization

EPrint Type:Article
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
ID Code:2904
Deposited By:Lorenzo Rosasco
Deposited On:23 November 2006