An Information Theoretic Optimal Classifier for Semi-supervised Learning.
Ke YinIan DavidsonPublished in: IDEAL (2004)
Keyphrases
- information theoretic
- semi supervised learning
- semi supervised
- mutual information
- unlabeled data
- information theory
- labeled data
- supervised learning
- unsupervised learning
- training data
- co training
- machine learning
- active learning
- label propagation
- learning problems
- text categorization
- multi class
- kullback leibler divergence
- labeled and unlabeled data
- similarity measure
- multi view
- text classification
- image classification
- transfer learning
- prior knowledge
- bayesian networks
- domain adaptation