Compatibility, embedding and regularization of non-local random walks on graphs.
Davide BianchiMarco DonatelliFabio DurastanteMariarosa MazzaPublished in: CoRR (2021)
Keyphrases
- random walk
- nodes of a graph
- directed graph
- graph laplacian
- average degree
- hyper graph
- spectral methods
- link prediction
- graph embedding
- markov chain
- markov random walk
- web graph
- heat kernel
- transition probabilities
- graph mining
- graph clustering
- undirected graph
- flow graph
- bipartite graph
- stationary distribution
- link structure
- graph structure
- transition probability matrix
- vector space