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

Zhen Zhang Mianzhi Wang Yijian Xiang Yan Huang Arye Nehorai

Published in: CoRR (2018)

Keyphrases

random walk
graph kernels
link prediction
kernel methods
structured data
gaussian processes
kernel function
markov chain
network analysis
data representation
probability distribution
directed graph
graph mining
similarity matrix
kernel machines
information retrieval
support vector machine
feature space