Machine Learning Tutorial: Probabilistic Dimensionality Reduction II


at Imperial College, U.K. on Oct 21, 2015 [pdf]
Neil D. Lawrence, University of Sheffield


In the second part of this tutorial we will develop non linear approaches to dimensionality reduction from the probabilistic perspective. Firstly we will briefly review a probabilistic perspectives on spectral approaches, and then we will build on the non-linear approaches we derived using Gaussian processes in the first part of the tutorial.