Probabilistic Dimensionality Reduction


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



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.