Maximum Entropy competes with Maximum Likelihood.
A. E. AllahverdyanN. H. MartirosyanPublished in: CoRR (2020)
Keyphrases
- maximum entropy
- maximum likelihood
- maximum entropy principle
- parameter estimation
- markov models
- likelihood function
- probabilistic logic
- em algorithm
- random fields
- expectation maximization
- minimum cross entropy
- maximum a posteriori
- gaussian distribution
- transformation based learning
- conditional random fields
- markov networks
- maximum entropy model
- principle of maximum entropy
- class conditional
- log likelihood
- machine learning
- computer vision