A Comparison of Algorithms for Maximum Entropy Parameter Estimation.
Robert MaloufPublished in: CoNLL (2002)
Keyphrases
- parameter estimation
- maximum entropy
- random fields
- maximum likelihood
- estimation problems
- em algorithm
- least squares
- iterative scaling
- approximate inference
- markov random field
- statistical models
- conditional random fields
- maximum entropy principle
- parameter estimation algorithm
- model selection
- joint distribution
- expectation maximization
- graphical models
- transformation based learning
- principle of maximum entropy