This course offers a rigorous yet practical exploration of Bayesian reasoning for data-driven inference and decision-making.

We develop novel methods to make Bayesian inference more efficient, scalable, and practical. This includes work on variational ...

Research areas: Statistics, Machine learning, Bayesian nonparametric models, Fairness in machine learning and statistics ...