Discriminative learning can succeed where generative learning fails.

Philip M. Long Rocco A. Servedio Hans Ulrich Simon

Published in: Inf. Process. Lett. (2007)

Keyphrases

discriminative learning
generative model
bayesian network classifiers
weakly supervised
maximum margin
highly efficient
structured prediction
pairwise constraints
object recognition
learning process
prior knowledge
learning tasks
markov networks
efficient learning
discriminative methods