Constrained Approximate Maximum Entropy Learning of Markov Random Fields
Varun GanapathiDavid VickreyJohn C. DuchiDaphne KollerPublished in: CoRR (2012)
Keyphrases
- maximum entropy
- markov random field
- random fields
- potential functions
- conditional random fields
- learning algorithm
- markov models
- parameter learning
- graph cuts
- message passing
- maximum entropy principle
- markov networks
- belief propagation
- energy function
- image segmentation
- higher order
- prior knowledge
- undirected graphical models
- machine learning