Automatic Construction and Natural-Language Description of Nonparametric Regression Models

James Robert Lloyd, David Duvenaud, Roger Grosse +2

This paper presents the beginnings of an automatic statistician, focusing on regression problems. Our system explores an open-ended space of statistical models to discover a good e…