Courses

Theoretical Statistics

Probability Theory

Stein's Method and Applications

Combinatorial Stochastic Processes

Machine Learning

Statistical Foundations of Machine Learning

Probabilistic Graphical Models

Spectral Graph Theory and Scientific Computing

Machine Learning Theory

Convex Optimization

Multimedia Databases

Intermediate Probability

Intermediate Statistics