Generalization Bounds for Deep Transfer Learning Using Majority Predictor Accuracy.
Cuong N. NguyenLam Si Tung HoVu C. DinhTal HassnerCuong V. NguyenPublished in: CoRR (2022)
Keyphrases
- transfer learning
- generalization bounds
- generalization ability
- learning tasks
- knowledge transfer
- labeled data
- learning algorithm
- learning theory
- active learning
- machine learning
- cross domain
- learning problems
- reinforcement learning
- semi supervised learning
- machine learning algorithms
- data dependent
- model selection
- domain adaptation
- statistical learning theory
- text classification
- text mining
- collaborative filtering
- multi task
- multi task learning
- image segmentation
- text categorization
- semi supervised
- neural network