Semi-supervised Learning using Sparse Eigenfunction Bases.
Kaushik SinhaMikhail BelkinPublished in: NIPS (2009)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- machine learning
- supervised learning
- partially labeled
- unsupervised learning
- training data
- semi supervised classification
- sparse representation
- active learning
- graph based semi supervised learning
- learning problems
- manifold regularization
- label propagation
- high dimensional
- transfer learning
- co training
- sparse coding
- multiple instance learning
- domain adaptation
- semi supervised learning algorithms
- label information
- reinforcement learning
- manifold structure
- kernel machines
- prior knowledge
- information extraction
- multiple kernel learning
- probabilistic model
- basis functions