Exponential Family Hybrid Semi-Supervised Learning
Arvind AgarwalHal Daumé IIIPublished in: CoRR (2010)
Keyphrases
- semi supervised learning
- exponential family
- semi supervised
- maximum likelihood
- unlabeled data
- log likelihood
- labeled data
- density estimation
- supervised learning
- closed form
- missing values
- unsupervised learning
- graphical models
- statistical models
- mixture model
- machine learning
- active learning
- variational methods
- training data
- hidden variables
- probability density function
- learning algorithm
- markov chain monte carlo
- learning tasks
- text categorization
- expectation maximization
- pattern recognition
- reinforcement learning
- dirichlet process mixture models