2025
SoftCVI: Contrastive variational inference with self-generated soft labels
ICLR 2025spotlight
Estimating a distribution given access to its unnormalized density is pivotal in Bayesian inference, where the posterior is generally known only up to an unknown normalizing constant. Variational inference and Markov chain Monte Carlo methods are the predominant tools for this task; however, both ar…