Hinge-Loss Markov Random Fields and Probabilistic Soft Logic.
Stephen H. BachMatthias BroechelerBert HuangLise GetoorPublished in: J. Mach. Learn. Res. (2017)
Keyphrases
- markov random field
- potential functions
- graph cuts
- random fields
- belief propagation
- higher order
- image segmentation
- pairwise
- loss function
- energy function
- image restoration
- parameter estimation
- conditional random fields
- probabilistic model
- maximum a posteriori
- markov networks
- generative model
- bayesian networks
- risk minimization
- message passing
- machine learning
- stereo matching
- multi class
- conditional probabilities