Bayesian Inference
Scaling Latent Variable Models
Deep Learning
Mathematics of Machine Learning
Algorithms for Inference
From Theory to Real-World Applications: Technology Transfer in Practice
Building Machines that Imagine and Reason: Principles and Applications of Deep Generative Models
Combinatorial prediction games
Markov Chain Monte Carlo Methods
Low-Rank Matrix Recovery from Row-and-Column Affine Measurements