Transfer Learning for High-dimensional Quantile Regression with Statistical Guarantee.
Sheng QiaoYong HeWenxin ZhouPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- transfer learning
- quantile regression
- high dimensional
- learning tasks
- cross validated
- labeled data
- knowledge transfer
- least squares
- reinforcement learning
- machine learning
- cross domain
- active learning
- semi supervised learning
- structure learning
- text classification
- transfer knowledge
- text categorization
- multi task learning
- multi task
- low dimensional
- data points
- information theoretic
- target domain
- semi supervised
- high dimensional data
- cross validation
- unlabeled data
- collaborative filtering
- information retrieval
- learning algorithm
- latent space
- nearest neighbor
- supervised learning
- text mining
- logistic regression
- machine learning algorithms