Scalable Structure Discovery in Regression using Gaussian Processes

Hyunjik Kim, Yee Whye Teh

Abstract: Automatic Bayesian Covariance Discovery (ABCD) in Lloyd et. al (2014) provides a framework for automating statistical modelling as well as exploratory data analysis for regression problems. However...