Unlabelled Data Improves Bayesian Uncertainty Calibration under Covariate Shift.
Alex J. ChanAhmed M. AlaaZhaozhi QianMihaela van der SchaarPublished in: ICML (2020)
Keyphrases
- covariate shift
- unlabelled data
- semi supervised learning
- co training
- semi supervised
- domain adaptation
- labelled data
- supervised and unsupervised learning
- model selection
- data generation
- unlabeled data
- unsupervised learning
- labeled data
- active learning
- positive examples
- supervised learning
- training data
- data sets
- test data
- negative examples
- learning phase
- training and test data
- learning problems
- transfer learning
- multi view
- text classification
- pairwise
- learning algorithm