Mathematics of Machine Learning
High-Dimensional Statistics
The Catch-Up Phenomenon in Bayesian Inference
Building Machines that Imagine and Reason: Principles and Applications of Deep Generative Models
Bayesian or Frequentist, Which Are You?
Optimal aggregation of affine estimators
Monte-Carlo Planning: Basic Principles and Recent Progress
Toward the understanding of partial-monitoring games
Introduction to Reinforcement Learning
The Parameter Server