Learning Approximate Inference Networks for Structured Prediction.
Lifu TuKevin GimpelPublished 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