Source Free Domain Adaptation Using an Off-the-Shelf Classifier.
Arun Reddy NelakurthiRoss MaciejewskiJingrui HePublished in: IEEE BigData (2018)
Keyphrases
- domain adaptation
- target domain
- multiple sources
- training data
- source domain
- training samples
- cross domain
- labeled training data
- test data
- transfer learning
- co training
- sufficient training data
- labeled data
- feature space
- sentiment classification
- semi supervised learning
- document classification
- feature set
- feature selection
- training and test data
- semi supervised
- training set
- unlabeled data
- classification algorithm
- test set
- training examples
- manifold alignment
- learning algorithm
- multi view
- covariate shift
- data sets
- source and target domains
- class labels
- machine learning algorithms
- unsupervised learning
- data sources
- decision trees
- databases