Dionysis Manousakas

Black-box Coreset Variational Inference

2022 · arXiv (Cornell University)

Recent advances in coreset methods have shown that a selection of representative datapoints can replace massive volumes of data for Bayesian inference, preserving the relevant statistical information and significantly accelerating subsequent downstream tasks. Existing variational …