Semi-supervised learning, causality, and the conditional cluster assumption.
Julius von KügelgenAlexander MeyMarco LoogBernhard SchölkopfPublished in: UAI (2020)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- supervised learning
- semi supervised clustering
- data clustering
- machine learning
- semi supervised classification
- graph based semi supervised learning
- clustering algorithm
- training data
- learning problems
- co training
- label propagation
- manifold regularization
- active learning
- semi supervised learning methods
- cluster analysis
- data points
- improve the classification accuracy
- learning models
- labeled training data
- training and test data
- information extraction
- regularization framework
- data sets
- decision trees
- labeled and unlabeled data
- domain adaptation
- transfer learning
- pairwise