New Bounds for Learning Intervals with Implications for Semi-Supervised Learning.
David P. HelmboldPhilip M. LongPublished in: COLT (2012)
Keyphrases
- semi supervised learning
- supervised learning
- learning problems
- semi supervised
- unsupervised learning
- active learning
- learning algorithm
- unlabeled data
- learning models
- co training
- learning process
- labeled and unlabeled data
- multi view learning
- covariate shift
- labeled data
- training data
- graph transduction
- multi view
- prior knowledge
- incremental learning
- graph based semi supervised learning
- semi supervised learning algorithms
- domain adaptation
- label propagation
- semi supervised classification
- supervised learning algorithms
- reinforcement learning
- machine learning algorithms
- pattern recognition
- manifold regularization
- partially labeled
- object recognition
- kernel machines
- inductive inference
- natural language processing
- text classification
- learning tasks
- transfer learning