Robust Probabilistic Modeling with Bayesian Data Reweighting

Yixin Wang, Alp Kucukelbir, David M. Blei

Abstract: Probabilistic models analyze data by relying on a set of assumptions. Data that exhibit deviations from these assumptions can undermine inference and prediction quality. Robust models offer protect...