Large Scale Distributed Semi-Supervised Learning Using Streaming Approximation.
Sujith RaviQiming DiaoPublished in: AISTATS (2016)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- semi supervised classification
- unsupervised learning
- label propagation
- learning problems
- co training
- improve the classification accuracy
- active learning
- training data
- machine learning
- regularization framework
- manifold regularization
- real world
- data streams
- semi supervised learning algorithms
- learning models
- labeled and unlabeled data
- learning algorithm
- transfer learning
- graph based semi supervised learning
- graph transduction
- text classification
- pattern recognition
- bayesian networks
- image segmentation
- information retrieval
- data mining