Nuria Alina Chandra

A Unification of Discrete, Gaussian, and Simplicial Diffusion

To model discrete sequences such as DNA, proteins, and language using diffusion, practitioners must choose between three major methods: diffusion in discrete space, Gaussian diffusion in Euclidean space, or diffusion on the simplex. Despite their shared goal, these models have disparate algorithms,…