Information Theory
Probabilistic Approaches for Computational Biology and Medicine
A Survey of Model-Based Methods for Global Optimization
Particle Filters
Machine learning techniques for predicting complications and evaluating drugs efficacy
Principles of Digital Communication II
Modern Bayesian Nonparametrics: beyond Dirichlet and Gaussian processes
Bayesian Inference
Computational Biology
Regularization Paths and Coordinate Descent