Generalization error of min-norm interpolators in transfer learning.
Yanke SongSohom BhattacharyaPragya SurPublished in: CoRR (2024)
Keyphrases
- transfer learning
- generalization error
- active learning
- learning algorithm
- learning tasks
- labeled data
- cross validation
- supervised learning
- model selection
- training error
- upper bound
- training data
- training set
- knowledge transfer
- sample complexity
- cross domain
- semi supervised learning
- machine learning
- linear classifiers
- machine learning algorithms
- multi task
- domain adaptation
- sample size
- target domain
- reinforcement learning
- semi supervised
- text categorization
- training examples
- lower bound
- transfer knowledge
- support vector
- objective function
- multi task learning
- neural network
- text classification
- boosting algorithms
- decision trees