Learning Approximate Inference Networks for Structured Prediction.

Lifu Tu Kevin Gimpel

Published in: CoRR (2018)

Keyphrases

structured prediction
approximate inference
exact inference
maximum margin
graphical models
probabilistic inference
latent variables

conditional random fields
efficient learning
belief propagation
markov networks
learning algorithm
parameter estimation

belief networks
message passing
gaussian process
convex optimization
random variables
supervised learning

probabilistic model
prior knowledge
bayesian networks
model selection
higher order
pairwise