Semi-Supervised Deep Sobolev Regression: Estimation, Variable Selection and Beyond.
Zhao DingChenguang DuanYuling JiaoJerry Zhijian YangPublished in: CoRR (2024)
Keyphrases
- pairwise constraints
- variable selection
- semi supervised
- model selection
- linear models
- pairwise
- cross validation
- input variables
- stepwise regression
- semi supervised learning
- proportional hazards model
- labeled data
- high dimensional
- unsupervised learning
- regression problems
- active learning
- regression model
- dimension reduction
- loss function
- estimation problems
- group lasso
- linear regression
- data mining
- ls svm
- high dimensional data
- machine learning
- least squares
- support vector