Asymptotic Bayes risk of semi-supervised learning with uncertain labeling.
Victor LegerRomain CouilletPublished in: CoRR (2024)
Keyphrases
- semi supervised learning
- bayes risk
- label propagation
- active learning
- unsupervised learning
- semi supervised
- unlabeled data
- loss function
- labeled data
- reproducing kernel hilbert space
- supervised learning
- learning problems
- training data
- machine learning
- domain adaptation
- co training
- posterior probability
- regularization parameter
- transfer learning
- random sampling
- pairwise
- data sets
- image segmentation