Modelling Genomic Data
Predictive Discrete Latent Factor Models for Large Scale Dyadic Data
Hierarchical Clustering
Information Theory
Deep Belief Networks
A tutorial on Deep Learning
Algorithmic Aspects of Machine Learning
Markov Chain Monte Carlo Methods
Analyzing Text and Social Network Data with Probabilistic Models
Light, charges and brains