Maximum Entropy Derivation of Quasi-Newton Methods.
Steven H. WaldripRobert K. NivenPublished in: SIAM J. Optim. (2016)
Keyphrases
- maximum entropy
- maximum entropy principle
- markov models
- random fields
- named entity recognition
- transformation based learning
- maximum entropy model
- probabilistic logic
- conditional random fields
- minimum cross entropy
- iterative scaling
- class conditional
- potential functions
- principle of maximum entropy
- bregman divergences
- maximum likelihood
- ground truth
- similarity measure