Creating discrete joint densities from continuous ones: the moment matching-maximum entropy approach.
Mark H. MilmanF. JiangRoger W. JelliffePublished in: Comput. Biol. Medicine (2001)
Keyphrases
- maximum entropy
- maximum entropy principle
- markov models
- discrete space
- joint distribution
- continuous variables
- maximum entropy model
- random fields
- continuous domains
- conditional random fields
- minimum cross entropy
- probabilistic logic
- iterative scaling
- gaussian densities
- principle of maximum entropy
- transformation based learning
- energy function
- higher order
- nearest neighbor
- kernel logistic regression
- semi supervised