Maximum Entropy Discrimination

We present a general framework for discriminative estimation based on the maximum entropy principle and its extensions. All calculations involve distributions over structures and/or parameters rather than specific settings and reduce to relative entropy projections. This holds even when the d...

Full description

Bibliographic Details
Main Authors: Jaakkola, Tommi, Meila, Marina, Jebara, Tony
Language:en_US
Published: 2004
Online Access:http://hdl.handle.net/1721.1/7089