Metric Learning-enhanced Optimal Transport for Biochemical Regression Domain Adaptation.
Fang WuNicolas CourtyZhang QiangJiyu CuiZiqing LiPublished in: CoRR (2022)
Keyphrases
- domain adaptation
- metric learning
- semi supervised
- labeled data
- semi supervised learning
- distance metric
- learning tasks
- multiple sources
- multi task
- distance function
- cross domain
- transfer learning
- model selection
- dimensionality reduction
- pairwise
- domain specific
- regression model
- document classification
- unlabeled data
- sentiment classification
- feature space
- information retrieval
- gaussian process regression
- learning problems
- test data
- euclidean distance
- wordnet
- active learning
- prior knowledge
- pattern recognition