Maximum mutual information estimation with unlabeled data for phonetic classification.
Jui-Ting HuangMark Hasegawa-JohnsonPublished in: INTERSPEECH (2008)
Keyphrases
- unlabeled data
- semi supervised learning
- mutual information
- labeled data
- semi supervised classification
- co training
- labeled and unlabeled data
- supervised learning
- class labels
- semi supervised
- improve the classification accuracy
- text classification
- supervised learning algorithms
- training set
- classification accuracy
- active learning
- feature selection
- unsupervised learning
- label information
- decision boundary
- machine learning
- labeled examples
- training data
- semi supervised learning algorithms
- labeled instances
- learning algorithm
- unlabeled samples
- semisupervised learning
- text categorization
- select relevant features
- labeled training data
- data points
- transductive learning
- instance selection
- classification systems
- machine learning algorithms
- multi view
- support vector
- learning tasks
- decision trees
- feature extraction
- similarity measure
- transfer learning
- pattern recognition
- class distribution
- training examples
- support vector machine
- single view
- feature space
- prior knowledge
- kernel learning
- reinforcement learning
- pattern classification
- labeling effort
- training samples