NetGAN without GAN: From Random Walks to Low-Rank Approximations.

Luca Rendsburg Holger Heidrich Ulrike von Luxburg

Published in: ICML (2020)

Keyphrases

random walk
low rank approximation
singular value decomposition
subspace learning
directed graph

low rank
adjacency matrix
spectral clustering
kernel matrix
iterative algorithms

markov chain
latent semantic indexing
link prediction
nonnegative matrix factorization
data dependent

linear combination
manifold learning
high dimensional data
least squares