Basic Probabilistics of Diffusion Models

  • Proved the optimal denoiser as conditional expectation.
  • Derived the transport equation via characteristic function analysis.
Abhijit Chunduru
Abhijit Chunduru
ML Systems Researcher | M.S. Computer Science

Distributed training, LLM post-training, and scientific ML at Argonne National Laboratory and UMass Amherst