Ergodic Limits, Relaxations, and Geometric Properties of Random Walk Node Embeddings.
Christy LinDaniel L. SussmanPrakash IshwarPublished in: IEEE Trans. Netw. Sci. Eng. (2023)
Keyphrases
- geometric properties
- random walk
- directed graph
- markov chain
- stationary distribution
- nodes of a graph
- random walker
- geometric objects
- transition probabilities
- low dimensional
- geometric constraints
- flow graph
- markov random walk
- vector space
- dimensionality reduction
- graph structure
- lower bound
- graph laplacian
- structure from motion
- multi label
- single image
- distance measure