Scaling up the Automatic Statistician: Scalable Structure Discovery using Gaussian Processes

Hyunjik Kim, Yee Whye Teh

Automating statistical modelling is a challenging problem in artificial intelligence. The Automatic Statistician takes a first step in this direction, by employing a kernel search…