Course on Diffusion Models for Generative AI
Lectures by Sanjay Shakkottai
Sanjay Shakkottai delivers lectures on the mathematical foundations of Diffusion Generative AI models. The lecture videos are posted on Tuesdays and Thursdays through the Fall 2025 semester.
Lecture 01--Sanjay Shakkottai: Sampling Fundamentals (Rejection., Metropolis-Hastings and Gibbs)
Video
Lecture Notes
Lecture 02: Sanjay Shakkottai: Langevin Dynamics and Introduction to SDEs
Video
Lecture Notes