Tuning-Free Coreset Markov Chain Monte Carlo via Hot DoG

Naitong Chen, Jonathan H. Huggins, Trevor Campbell

A Bayesian coreset is a small, weighted subset of a data set that replaces the full data during inference to reduce computational cost. The state-of-the-art coreset construction al…