PAC-Bayes Analysis of Classification
Advanced Complexity Theory
Design and Analysis of Algorithms
Mathematics of Machine Learning
Machine learning for cognitive science 3: Kernel methods and Bayesian methods
Machine learning for cognitive science 2: Bayesian methods and statistical learning theory
Topics in Statistics: Statistical Learning Theory
Probability and Mathematical Needs
Principles of Digital Communication II
High-Dimensional Statistics