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