RetGK: Graph Kernels based on Return Probabilities of Random Walks.

Zhen Zhang Mianzhi Wang Yijian Xiang Yan Huang Arye Nehorai

Published in: NeurIPS (2018)

Keyphrases

random walk
graph kernels
link prediction
structured data
kernel methods
gaussian processes
data representation
network analysis
markov chain
kernel function
probability distribution
kernel machines
graph mining
directed graph
community detection
data mining
similarity matrix
probabilistic model