Domain Adaptation meets Individual Fairness. And they get along.
Debarghya MukherjeeFelix PetersenMikhail YurochkinYuekai SunPublished in: CoRR (2022)
Keyphrases
- domain adaptation
- cross domain
- semi supervised learning
- multiple sources
- training data
- semi supervised
- labeled data
- manifold alignment
- covariate shift
- concept space
- sentiment classification
- target domain
- test data
- transfer learning
- unlabeled data
- supervised learning
- document classification
- learning tasks
- prior knowledge
- feature vectors
- learning algorithm