Optimally tackling covariate shift in RKHS-based nonparametric regression.
Cong MaReese PathakMartin J. WainwrightPublished in: CoRR (2022)
Keyphrases
- nonparametric regression
- covariate shift
- domain adaptation
- reproducing kernel hilbert space
- model selection
- semi supervised learning
- pointwise
- data generation
- kernel methods
- training and test data
- loss function
- semi supervised
- multiple sources
- cross domain
- cross validation
- document classification
- sentiment classification
- feature selection
- euclidean space
- test set
- unsupervised learning
- support vector