Is Transfer Learning Necessary for Protein Landscape Prediction?
Amir ShanehsazzadehDavid BelangerDavid DohanPublished in: CoRR (2020)
Keyphrases
- transfer learning
- subcellular localization
- learning tasks
- knowledge transfer
- contact map
- labeled data
- reinforcement learning
- cross domain
- transfer knowledge
- structure learning
- manifold alignment
- semi supervised learning
- collaborative filtering
- multi task learning
- active learning
- machine learning algorithms
- domain adaptation
- prediction model
- protein structure
- machine learning
- text classification
- learning algorithm
- multi task
- text categorization
- amino acids
- protein sequences
- target domain
- unlabeled data
- text mining
- nearest neighbor
- semi supervised
- prior knowledge
- pairwise
- cross domain learning