Understanding the Role of Invariance in Transfer Learning.
Till SpeicherVedant NandaKrishna P. GummadiPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- cross domain
- machine learning
- active learning
- structure learning
- manifold alignment
- collaborative filtering
- transfer knowledge
- machine learning algorithms
- labeled data
- semi supervised learning
- target domain
- learning algorithm
- reinforcement learning
- domain adaptation
- multi task
- data sets
- text categorization
- text classification
- probabilistic model
- unlabeled data
- k nearest neighbor
- nearest neighbor
- high dimensional
- multi task learning
- information retrieval
- data mining