Structured Prediction of Sequences and Trees using Infinite Contexts.

Ehsan Shareghi Gholamreza Haffari Trevor Cohn Ann E. Nicholson

Published in: CoRR (2015)

Keyphrases

structured prediction
maximum margin
conditional random fields
latent variables
hidden markov models
markov networks
efficient learning
decision trees
approximate inference
similarity measure
convex optimization
machine learning
learning algorithm
multi class
maximum likelihood
first order logic