Mitigating Confirmation Bias in Semi-supervised Learning via Efficient Bayesian Model Averaging.
Charlotte LohRumen DangovskiShivchander SudalairajSeungwook HanLigong HanLeonid KarlinskyMarin SoljacicAkash SrivastavaPublished in: Trans. Mach. Learn. Res. (2023)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- co training
- unsupervised learning
- active learning
- machine learning
- learning problems
- pairwise
- training data
- class labels
- data sets
- probability distribution
- generative model
- training samples
- training examples
- transfer learning
- learning models