Article ID Journal Published Year Pages File Type
434757 Theoretical Computer Science 2013 22 Pages PDF
Abstract

This paper derives an identity connecting the square loss of ridge regression in on-line mode with the loss of the retrospectively best regressor. Some corollaries about the properties of the cumulative loss of on-line ridge regression are also obtained.

Related Topics
Physical Sciences and Engineering Computer Science Computational Theory and Mathematics