Domain Adaptation under Missingness Shift.
Helen ZhouSivaraman BalakrishnanZachary C. LiptonPublished in: AISTATS (2023)
Keyphrases
- domain adaptation
- missing data
- multiple sources
- cross domain
- semi supervised
- labeled data
- source and target domains
- semi supervised learning
- missing values
- sentiment classification
- transfer learning
- test data
- target domain
- co training
- unlabeled data
- document classification
- source domain
- manifold alignment
- covariate shift
- knowledge sharing
- machine learning
- text categorization
- knowledge discovery
- training data
- database systems