Coresets for Scalable Bayesian Logistic Regression

Jonathan H. Huggins, Trevor Campbell, Tamara Broderick

The use of Bayesian methods in large-scale data settings is attractive because of the rich hierarchical models, uncertainty quantification, and prior specification they provide. St…