Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density.
Kuniaki SaitoDonghyun KimPiotr TeterwakStan SclaroffTrevor DarrellKate SaenkoPublished in: CoRR (2021)
Keyphrases
- domain adaptation
- semi supervised
- manifold alignment
- pos tagging
- semi supervised learning
- cross domain
- multiple sources
- labeled data
- target domain
- unsupervised learning
- unlabeled data
- covariate shift
- transfer learning
- document classification
- supervised learning
- sentiment classification
- machine learning
- training data
- feature selection
- error rate
- general purpose
- pairwise
- data sets