AuxMix: Semi-Supervised Learning with Unconstrained Unlabeled Data.
Amin Banitalebi-DehkordiPratik GujjarYong ZhangPublished in: CVPR Workshops (2022)
Keyphrases
- semi supervised learning
- unlabeled data
- labeled data
- semi supervised
- co training
- supervised learning
- labeled examples
- labeled and unlabeled data
- machine learning
- training data
- semi supervised classification
- labeled training data
- active learning
- semi supervised learning methods
- unsupervised learning
- number of labeled examples
- class labels
- label propagation
- supervised learning algorithms
- regularization framework
- improve the classification accuracy
- learning problems
- manifold regularization
- training examples
- semisupervised learning
- positive examples
- domain adaptation
- learning models
- text classification
- unlabeled examples
- instance selection
- label information
- multi instance
- training set
- unlabeled training data
- semi supervised learning setting
- semi supervised clustering
- transfer learning
- data points
- pairwise
- decision trees
- learning algorithm