Structured Prediction Theory Based on Factor Graph Complexity.

Corinna Cortes Vitaly Kuznetsov Mehryar Mohri Scott Yang

Published in: NIPS (2016)

Keyphrases

structured prediction
factor graphs
exact inference
approximate inference
latent variables
markov networks
maximum margin
conditional random fields
graphical models
efficient learning
belief propagation
message passing
bayesian networks
probabilistic model
random variables
probabilistic inference