Probabilistic Dimensionality Reduction

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at Facebook London, UK on Apr 14, 2016 [pdf]
Neil D. Lawrence, University of Sheffield

Abstract

In this talk I give a quick overview of probabilistic interpretations of dimensionality reduction, starting with probabilistic principal component analysis and generalising to non-linear approaches such as the Gaussian Process Latent variable model.

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