Conformal Prediction Under Covariate Shift.
Ryan J. TibshiraniRina Foygel BarberEmmanuel J. CandèsAaditya RamdasPublished in: NeurIPS (2019)
Keyphrases
- covariate shift
- conformal prediction
- model selection
- confidence levels
- ridge regression
- domain adaptation
- k nearest neighbour
- semi supervised learning
- data generation
- linear regression
- training and test data
- active learning
- random forests
- labeled data
- regression model
- statistical significance
- unsupervised learning
- feature extraction