Local Perturb-and-MAP for Structured Prediction.

Gedas Bertasius Qiang Liu Lorenzo Torresani Jianbo Shi

Published in: AISTATS (2017)

Keyphrases

structured prediction
maximum margin
conditional random fields
markov networks
maximum a posteriori
latent variables
efficient learning
approximate inference
belief networks
graphical models
convex optimization
multi class
belief propagation
multi task
structured prediction problems