Gaussian Processes for Principal Component Analysis

Posted in Science on August 22, 2008


Gaussian Processes for Principal Component Analysis

We show how the supervised method of Gaussian Processes may be used for Principal Component Analysis using two intuitions about the nature of the ¯rst principal component ¯lters.

Author: Colin Fyfe, University Of Paisley

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Tags: Science, Lectures, Computer Science, Machine Learning, VideoLectures.Net, Gaussian Processes