A Consistent Regularization Approach for Structured Prediction.

Carlo Ciliberto Alessandro Rudi Lorenzo Rosasco

Published in: CoRR (2016)

Keyphrases

structured prediction
conditional random fields
maximum margin
efficient learning
latent variables
markov networks
convex optimization
approximate inference
graphical models
learning algorithm
markov random field
prior information
belief networks
structured prediction problems