Statistical and Geometrical Alignment using Metric Learning in Domain Adaptation.
Rakesh Kumar SanodiyaAlwyn MathewJimson MathewMatloob KhushiPublished in: IJCNN (2020)
Keyphrases
- domain adaptation
- metric learning
- semi supervised
- manifold alignment
- semi supervised learning
- labeled data
- distance metric
- unlabeled data
- transfer learning
- learning tasks
- pairwise
- distance function
- multiple sources
- kernel matrix
- multi task
- dimensionality reduction
- co training
- cross domain
- document classification
- unsupervised learning
- multi view
- supervised learning
- pattern recognition
- test data
- sentiment classification
- feature space
- target domain
- text classification
- text categorization
- learning problems
- data sets
- nearest neighbor
- active learning
- decision trees
- data mining