Conditional Random Field Autoencoders for Unsupervised Structured Prediction.
Waleed AmmarChris DyerNoah A. SmithPublished in: NIPS (2014)
Keyphrases
- structured prediction
- conditional random fields
- restricted boltzmann machine
- graphical models
- crf model
- image labeling
- efficient inference
- structured output
- markov random field
- probabilistic model
- higher order
- hidden markov models
- exact inference
- information extraction
- pairwise
- generative model
- markov networks
- max margin
- unsupervised learning
- denoising
- semi supervised
- approximate inference
- maximum margin
- max margin learning
- superpixels
- convex optimization
- model selection
- supervised learning
- upper bound