Multilayer Graph Node Kernels: Stacking While Maintaining Convexity.
Luca OnetoNicolò NavarinAlessandro SperdutiDavide AnguitaPublished in: Neural Process. Lett. (2018)
Keyphrases
- graph structure
- directed graph
- random walk
- nodes of a graph
- graph theory
- undirected graph
- weighted graph
- graph kernels
- graph representation
- kernel function
- graph model
- graph matching
- overlapping communities
- kernel methods
- finding the shortest path
- directed acyclic graph
- tree structure
- edge weights
- gaussian processes
- graph databases
- betweenness centrality
- combining multiple
- graph theoretic
- path length
- heterogeneous social networks
- heat kernel
- community discovery
- support vector
- graph laplacian
- graph clustering
- graph mining
- community detection
- structured data
- shortest path
- linear combination
- feature space