Generalized Expectation Criteria
Andrew McCallum, Gideon S. Mann, Gregory Druck · 2007
This note describes generalized expectation (GE) criteria, a framework for incorporating preferences about model expectations into parameter estimation objective functions. We discuss relations to other methods, various learning paradigms it supports, and applications that can leverage its flexibility.