A Unified Framework for Domain Adaptation using Metric Learning on Manifolds.
Sridhar MahadevanBamdev MishraShalini GhoshPublished in: CoRR (2018)
Keyphrases
- metric learning
- domain adaptation
- semi supervised
- manifold alignment
- manifold learning
- manifold structure
- semi supervised learning
- labeled data
- transfer learning
- pairwise
- learning tasks
- unlabeled data
- dimensionality reduction
- multi task
- feature space
- distance metric
- cross domain
- multiple sources
- kernel matrix
- supervised learning
- sentiment classification
- low dimensional
- active learning
- unsupervised learning
- test data
- training data
- laplacian eigenmaps
- distance function
- co training
- data points
- target domain
- data sets
- feature vectors
- high dimensional
- database systems
- euclidean space
- text classification
- decision trees