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NIPS ´08 Workshop: Learning from Multiple Sources

Regression Canonical Correlation Analysis

author:Jan Rupnik, Department of Knowledge Technologies, Jožef Stefan Institute
published: Dec. 20, 2008, recorded: December 2008, views: 163

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Top » Computer Science » Machine Learning » Principal Component Analysis

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0:00	Regression CCA –information retrieval
1:23	Optimization problem

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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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Download slides icon Download slides: lms08_rupnik_rcca_01.pdf (366.5 KB)

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