Learning Approximate Inference Networks for Structured Prediction.
Lifu TuKevin GimpelPublished in: ICLR (Poster) (2018)
Keyphrases
- structured prediction
- approximate inference
- exact inference
- graphical models
- maximum margin
- conditional random fields
- probabilistic inference
- belief propagation
- efficient learning
- markov networks
- latent variables
- gaussian process
- message passing
- convex optimization
- incremental learning
- belief networks
- probabilistic model
- hyperplane
- machine learning
- parameter estimation
- active contours
- support vector machine
- active learning
- bayesian networks
- learning algorithm