research overview
- My research studies the mathematical foundations of artificial intelligence and machine learning, with a particular interest in the mechanisms underlying generative models, sampling and inference, and generalization. I aim to understand how the structure of data and learning algorithms gives rise to effective representations, inductive biases, and scalable computational methods.