Max-Margin Min-Entropy Models

Kevin Miller, M. Pawan Kumar, Benjamin Packer, Danny Goodman, Daphne Koller

Abstract: We propose a new family of latent variable models called max-margin min-entropy (M3E) models, which define a distribution over the output and the hidden variables conditioned on the input. Given an...