ReLU nets adapt to intrinsic dimensionality beyond the target domain.
Alexander CloningerTimo KlockPublished in: CoRR (2020)
Keyphrases
- intrinsic dimensionality
- target domain
- domain adaptation
- transfer learning
- cross domain
- labeled data
- vector space
- noisy data
- training data
- multiple sources
- dimensionality reduction
- domain specific
- training samples
- probability density
- unlabeled data
- test data
- semi supervised learning
- text classification
- semi supervised
- knowledge transfer
- active learning
- singular values
- machine learning
- test cases
- databases
- em algorithm
- supervised learning
- training set
- database systems