Probabilistic Machine Learning

In probabilistic machine learning, our research focuses on probabilistic graphical models, knowledge-augmented machine learning, Bayesian deep learning, and causal machine learning.

Probabilistic Graphical Models and Their Applications

Knowledge Augmented Machine Learning

Bayesian Deep Learning

Causal Machine Learning