Phase Transitions in Transfer Learning for High-Dimensional Perceptrons.
Oussama DhifallahYue M. LuPublished in: CoRR (2021)
Keyphrases
- transfer learning
- phase transition
- high dimensional
- learning tasks
- constraint satisfaction
- satisfiability problem
- random constraint satisfaction problems
- knowledge transfer
- active learning
- randomly generated
- np complete
- low dimensional
- labeled data
- reinforcement learning
- multi task
- cross domain
- semi supervised learning
- transfer knowledge
- machine learning
- sat problem
- high dimensional data
- dimensionality reduction
- text categorization
- nearest neighbor
- collaborative filtering
- cellular automata
- machine learning algorithms
- manifold alignment
- feature space
- multi task learning
- learning algorithm
- target domain
- domain adaptation
- random instances
- text classification
- special case
- expectation maximization
- data mining
- e learning
- pairwise
- text mining