ProbAI Lab (Probabilistic Artificial Intelligence Laboratory) is affiliated with the Department of Mathematical Sciences at KAIST. We utilize mathematical foundations like probability theory and statistics to advance machine learning algorithms both theoretically and in practice. Our current research interests include probabilistic and statistical machine learning, collaborative learning, neural processes, generative models, and their applications to real world problems.