Direct Loss Minimization for Structured Prediction.

David A. McAllester Tamir Hazan Joseph Keshet

Published in: NIPS (2010)

Keyphrases

structured prediction
loss minimization
loss function
maximum margin
conditional random fields
latent variables
markov networks
efficient learning
approximate inference
convex optimization
belief propagation
probability distribution
belief networks