Categorical Reparameterization with Denoising Diffusion models

Samson Gourevitch, Alain Durmus, Eric Moulines +2

Learning models with categorical variables requires optimizing expectations over discrete distributions, a setting in which stochastic gradient-based optimization is challenging du…