Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning.
Yihua ZhangYimeng ZhangAochuan ChenJinghan JiaJiancheng LiuGaowen LiuMingyi HongShiyu ChangSijia LiuPublished in: NeurIPS (2023)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- cross domain
- machine learning
- labeled data
- active learning
- domain adaptation
- reinforcement learning
- semi supervised learning
- multi task
- text classification
- collaborative filtering
- learning algorithm
- multi task learning
- transfer knowledge
- manifold alignment
- unsupervised learning
- data sets
- unlabeled data
- k nearest neighbor
- semi supervised
- multi class
- target domain