2 papers
stat.CO2024
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…
stat.CO2023
Coreset Markov Chain Monte Carlo
Naitong Chen, Trevor Campbell
A Bayesian coreset is a small, weighted subset of data that replaces the full dataset during inference in order to reduce computational cost. However, state of the art methods for…