A new similarity measure for covariate shift with applications to nonparametric regression.
Reese PathakCong MaMartin J. WainwrightPublished in: ICML (2022)
Keyphrases
- nonparametric regression
- covariate shift
- similarity measure
- model selection
- domain adaptation
- semi supervised learning
- data generation
- pointwise
- distance measure
- pairwise
- cross validation
- feature vectors
- training and test data
- machine learning
- euclidean distance
- labeled data
- support vector machine
- active learning
- weighted sum
- text categorization
- knn
- support vector