Dimensionality Reduction
Human Motion Modelling through Dimensional Reduction with Gaussian Processes
Dimensionality Reduction
The EM algorithm and Mixtures of Gaussians
Deep Belief Networks
Information Theory
Learning with Probabilities
Spectral Dimensionality Reduction via Maximum Entropy, incl. discussion by Laurens van der Maaten
The Unreasonable Effectivness Of Deep Learning
Semi-supervised learning