Self-Adjusting Models for Semi-supervised Learning in Partially Observed Settings.
Ferit AkovaMurat DundarYuan (Alan) QiBartek RajwaPublished in: ICDM (2012)
Keyphrases
- semi supervised learning
- partially observed
- semi supervised
- unlabeled data
- learning models
- labeled data
- unsupervised learning
- supervised learning
- discriminative models
- co training
- active learning
- machine learning
- model selection
- training data
- data sets
- semi supervised classification
- label propagation
- manifold regularization
- labeled and unlabeled data
- graph based semi supervised learning
- learning problems
- prior knowledge
- object recognition
- data mining
- generative model
- probabilistic model
- learning environment