Stochastic Unsupervised Learning on Unlabeled Data.
Chuanren LiuJianjun XieYong GeHui XiongPublished in: ICML Unsupervised and Transfer Learning (2012)
Keyphrases
- unsupervised learning
- unlabeled data
- semi supervised learning
- semi supervised
- supervised learning
- labeled data
- co training
- semi supervised classification
- text classification
- active learning
- labeled examples
- labeled and unlabeled data
- training examples
- text categorization
- training data
- labeled training data
- training set
- class labels
- domain adaptation
- small set of labeled
- supervised learning algorithms
- supervised and unsupervised learning
- number of labeled examples
- pairwise
- machine learning
- learning algorithm
- label propagation
- data sets
- model selection
- semisupervised learning
- multi view learning
- multiple instance learning
- multi view
- object recognition
- data points
- transfer learning
- data analysis
- bayesian networks
- computer vision
- unlabeled images
- learning tasks
- dimensionality reduction