Mathematics of Machine Learning
Learning in the Loop
Information-theoretic lower bounds on the oracle complexity of sparse convex optimization
Dynamic Programming and Stochastic Control
Sharp analysis of low-rank kernel matrix approximations
Topics in Mathematics of Data Science
Information Theory
On the Computational and Statistical Interface and "BIG DATA"
Convex Analysis and Optimization
MDL Tutorial