Vivek V. Kashyap

Bayesian Pseudo-Coresets via Contrastive Divergence

Bayesian methods provide an elegant framework for estimating parameter posteriors and quantification of uncertainty associated with probabilistic models. However, they often suffer from slow inference times. To address this challenge, Bayesian Pseudo-Coresets (BPC) have emerged as a promising soluti…