Parallel Transport on the Cone Manifold of SPD Matrices for Domain Adaptation.
Or YairMirela Ben-ChenRonen TalmonPublished in: IEEE Trans. Signal Process. (2019)
Keyphrases
- domain adaptation
- symmetric positive definite
- spd matrices
- manifold alignment
- riemannian manifolds
- euclidean space
- lie group
- reproducing kernel hilbert space
- cross domain
- multiple sources
- transfer learning
- positive definite
- labeled data
- distribution function
- target domain
- semi supervised
- diffusion tensor
- document classification
- manifold learning
- parameter space
- co training
- sentiment classification
- geodesic distance
- semi supervised learning
- low dimensional
- geometric structure
- training data
- training examples
- dimensionality reduction
- nearest neighbor
- feature space