Structural Maxent Models

Corinna Cortes, Vitaly Kuznetsov, Mehryar Mohri, Umar Syed

Abstract: We present a new class of density estimation models, Structural Maxent models, with feature functions selected from possibly very complex families. The design of our models is motivated by data-dep...