Distribution-free uncertainty quantification for classification under label shift.
Aleksandr PodkopaevAaditya RamdasPublished in: UAI (2021)
Keyphrases
- distribution free
- class labels
- machine learning
- support vector machine svm
- decision trees
- training set
- feature vectors
- support vector machine
- supervised learning
- text classification
- model selection
- cross validation
- graphical models
- normal distribution
- concept learning
- generalization ability
- training samples
- active learning
- feature space
- feature extraction
- feature selection