Learning message-passing inference machines for structured prediction.
Stéphane RossDaniel MunozMartial HebertJ. Andrew BagnellPublished in: CVPR (2011)
Keyphrases
- structured prediction
- message passing
- approximate inference
- belief propagation
- efficient learning
- maximum margin
- graphical models
- conditional random fields
- exact inference
- probabilistic inference
- markov networks
- factor graphs
- sum product algorithm
- max margin
- belief networks
- learning tasks
- high quality
- convex optimization
- latent variables
- markov random field
- learning algorithm