Impossibility Theorems for Domain Adaptation.
Shai Ben-DavidTyler LuTeresa LuuDávid PálPublished in: AISTATS (2010)
Keyphrases
- domain adaptation
- multiple sources
- cross domain
- labeled data
- transfer learning
- manifold alignment
- semi supervised learning
- target domain
- semi supervised
- unlabeled data
- covariate shift
- test data
- training data
- sentiment classification
- databases
- unsupervised learning
- model selection
- object oriented
- document classification
- active learning
- pairwise
- training set
- face recognition