Boosting Mixture Models for Semi-supervised Learning.
Yves GrandvaletFlorence d'Alché-BucChristophe AmbroisePublished in: ICANN (2001)
Keyphrases
- semi supervised learning
- mixture model
- unsupervised learning
- boosting framework
- semi supervised
- generative model
- gaussian mixture model
- unlabeled data
- probabilistic model
- supervised learning
- em algorithm
- machine learning
- density estimation
- labeled data
- expectation maximization
- feature selection
- language model
- co training
- training data
- maximum likelihood
- transfer learning
- label propagation
- ensemble methods
- model selection
- data sets
- active learning
- boosting algorithms
- training set
- object recognition
- weak classifiers
- learning algorithm
- training examples
- multi class
- computer vision
- dirichlet process mixture models