Research on Distortion of Embedding Graph into Euclidean Space.
Shuangshuang ZhangPublished in: ICoMS (2021)
Keyphrases
- euclidean space
- vector space
- graph laplacian
- pairwise distances
- embedding space
- geodesic distance
- laplacian eigenmaps
- multi dimensional scaling
- graph embedding
- low dimensional
- shape analysis
- riemannian manifolds
- metric space
- quadratic form
- euclidean distance
- dimensional euclidean space
- fisher information
- geometrical structure
- data points
- random walk
- nonlinear dimensionality reduction
- constant curvature
- weighted graph
- neighborhood graph
- distance measure
- data sets
- semi supervised
- similarity matrix
- lie group
- spectral clustering
- mean shift
- high dimensional data
- dimensionality reduction
- knn
- machine learning