Maximum Entropy Generative Models for Similarity-based Learning.
Maya R. GuptaLuca CazzantiAnjali J. KoppalPublished in: ISIT (2007)
Keyphrases
- maximum entropy
- maximum entropy principle
- generative model
- discriminative learning
- prior knowledge
- conditional random fields
- parameter learning
- learning algorithm
- learning process
- probabilistic model
- hidden variables
- markov models
- bayesian networks
- learning tasks
- hierarchical hidden markov models
- discriminative models
- weakly supervised
- unsupervised learning
- semi supervised
- information extraction
- active learning
- computer vision