LAmbDA: label ambiguous domain adaptation dataset integration reduces batch effects and improves subtype detection.
Travis JohnsonTongxin WangZhi HuangChristina Y. YuYi WuYatong HanYan ZhangKun HuangJie ZhangPublished in: Bioinform. (2019)
Keyphrases
- domain adaptation
- multiple sources
- test data
- cross domain
- semi supervised learning
- semi supervised
- labeled data
- covariate shift
- document classification
- transfer learning
- databases
- multi label
- unlabeled data
- target domain
- sentiment classification
- database systems
- collaborative filtering
- machine translation
- knowledge discovery
- object recognition
- reinforcement learning
- manifold alignment
- database