Exponential Family Hybrid Semi-Supervised Learning.
Arvind AgarwalHal Daumé IIIPublished in: IJCAI (2009)
Keyphrases
- semi supervised learning
- exponential family
- semi supervised
- unlabeled data
- density estimation
- log likelihood
- maximum likelihood
- labeled data
- supervised learning
- statistical models
- unsupervised learning
- missing values
- closed form
- mixture model
- graphical models
- training data
- text categorization
- machine learning
- variational methods
- hidden variables
- data mining
- probability density function
- multi view
- text mining
- active learning
- data sets
- parameter estimation
- dirichlet process mixture models