NIPS Workshop on Learning from Multiple Sources, Whistler 2008

Regression Canonical Correlation Analysis

author: Jan Rupnik, Artificial Intelligence Laboratory, Jožef Stefan Institute
published: Dec. 20, 2008, recorded: December 2008, views: 5909

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Description

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.

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