2 papers
stat.ML2025
Information-Theoretic Proofs for Diffusion Sampling
Galen Reeves, Henry D. Pfister
This paper provides an elementary, self-contained analysis of diffusion-based sampling methods for generative modeling. In contrast to existing approaches that rely on continuous-t…
cs.IT2025
Capacity on BMS Channels via Code Symmetry and Nesting
Henry D. Pfister, Galen Reeves
The past decade has seen notable advances in our understanding of structured error-correcting codes, particularly binary Reed--Muller (RM) codes. While initial breakthroughs were f…