Prediction Rule Reshaping

Matt Bonakdarpour, Sabyasachi Chatterjee, Rina Foygel Barber +1

Two methods are proposed for high-dimensional shape-constrained regression and classification. These methods reshape pre-trained prediction rules to satisfy shape constraints like…