VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation.
Harsh RangwaniArihant JainSumukh K. AithalR. Venkatesh BabuPublished in: CoRR (2021)
Keyphrases
- domain adaptation
- subset selection
- feature selection
- multiple sources
- cross domain
- hill climbing
- labeled data
- manifold alignment
- transfer learning
- semi supervised learning
- semi supervised
- objective function
- test data
- document classification
- training data
- feature representation
- covariate shift
- co training
- sentiment classification
- unlabeled data
- knowledge discovery
- pairwise
- prior knowledge
- e learning
- neural network
- data sets