Dimensionality Reduction
Spectral Dimensionality Reduction via Maximum Entropy, incl. discussion by Laurens van der Maaten
Probabilistic Approaches for Computational Biology and Medicine
Theoretical Neuroscience and Deep Learning Theory
Lecture 15: Linear functionals and filtering of random processes
Kernel Methods
Theoretical neuroscience and deep learning theory
Analysis of Dynamics
Deep Belief Networks
Semi-supervised learning