Patterns of Scalable Bayesian Inference

Elaine Angelino, Matthew James Johnson, Ryan P. Adams

Datasets are growing not just in size but in complexity, creating a demand for rich models and quantification of uncertainty. Bayesian methods are an excellent fit for this demand,…