Nonparametric Bayesian Aggregation for Massive Data

Zuofeng Shang, Botao Hao, Guang Cheng

We develop a set of scalable Bayesian inference procedures for a general class of nonparametric regression models. Specifically, nonparametric Bayesian inferences are separately pe…