Exploiting the Intrinsic Neighborhood Structure for Source-free Domain Adaptation.
Shiqi YangYaxing WangJoost van de WeijerLuis HerranzShangling JuiPublished in: NeurIPS (2021)
Keyphrases
- domain adaptation
- neighborhood structure
- multiple sources
- target domain
- graph model
- cross domain
- transfer learning
- labeled data
- nonlinear dimensionality reduction
- semi supervised learning
- test data
- training data
- semi supervised
- domain specific
- minimum spanning tree
- sentiment classification
- reproducing kernel hilbert space
- unlabeled data
- co training
- information retrieval
- machine learning
- data sets
- active learning
- learning algorithm
- text classification
- principal component analysis
- graph laplacian