Bayesian Conditional Density Filtering

Shaan Qamar, Rajarshi Guhaniyogi, David B. Dunson

We propose a Conditional Density Filtering (C-DF) algorithm for efficient online Bayesian inference. C-DF adapts MCMC sampling to the online setting, sampling from approximations t…