PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Regression Canonical Correlation Analysis
Jan Rupnik and Blaz Fortuna
In: NIPS 2008, 11-Dec 2008 - 14-Dec 2008, Whistler, Canada.

Abstract

In this paper we present Regression Canonical Correlation Analysis, an extension of Canonical Correlation Analysis, where one of the dimensions is fixed and demonstrate how it can be solved efficiently. We applied the extension to the task of query translation in the context of Cross-Lingual Information Retrieval.

EPrint Type:Conference or Workshop Item (Poster)
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Theory & Algorithms
Information Retrieval & Textual Information Access
ID Code:4960
Deposited By:Jan Rupnik
Deposited On:24 March 2009