Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings.
Viraj PrabhuArjun ChandrasekaranKate SaenkoJudy HoffmanPublished in: CoRR (2020)
Keyphrases
- domain adaptation
- clustering algorithm
- clustering method
- multiple sources
- cross domain
- labeled data
- high dimensional data
- k means
- semi supervised learning
- test data
- low dimensional
- sentiment classification
- unsupervised learning
- target domain
- data points
- manifold alignment
- covariate shift
- semi supervised
- transfer learning
- databases
- unlabeled data
- co training
- expectation maximization
- feature vectors
- feature selection
- machine learning