Transformation of Non-Euclidean Space to Euclidean Space for Efficient Learning of Singular Vectors.
Seung Hyun LeeByung Cheol SongPublished in: IEEE Access (2020)
Keyphrases
- euclidean space
- efficient learning
- low dimensional
- riemannian manifolds
- vector space
- multi dimensional scaling
- dimensional euclidean space
- pairwise distances
- metric space
- tangent space
- data points
- reproducing kernel hilbert space
- euclidean distance
- shape analysis
- geodesic distance
- lie group
- singular value decomposition
- distance measure
- high dimensional
- learning algorithm
- constant curvature
- input space
- principal component analysis
- pattern recognition
- data analysis
- face recognition
- singular values
- feature space
- manifold learning
- linear combination
- medical images