ULF: Unsupervised Labeling Function Correction using Cross-Validation for Weak Supervision.
Anastasiya SedovaBenjamin RothPublished in: CoRR (2022)
Keyphrases
- cross validation
- model selection
- unsupervised learning
- hyperparameters
- variable selection
- training set
- cross validated
- generalization error
- support vector
- regression problems
- supervised learning
- active learning
- regularization parameter
- image segmentation
- information criterion
- semi supervised
- artificial neural networks
- supervised classification
- unseen data
- learning algorithm
- error estimates