To Stay or Not to Stay in the Pre-train Basin: Insights on Ensembling in Transfer Learning.
Ildus SadrtdinovDmitrii PozdeevDmitry P. VetrovEkaterina LobachevaPublished in: CoRR (2023)
Keyphrases
- transfer learning
- learning tasks
- knowledge transfer
- cross domain
- manifold alignment
- labeled data
- active learning
- semi supervised learning
- multi task learning
- text classification
- machine learning
- transfer knowledge
- domain adaptation
- structure learning
- text categorization
- reinforcement learning
- learning algorithm
- machine learning algorithms
- collaborative filtering
- multi task
- databases
- prior knowledge
- text mining
- data analysis
- unlabeled data
- feature selection
- target domain
- probabilistic model
- information extraction
- neural network