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