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Nino Antulov-Fantulin

2 accepted papers

2020

Low-dimensional statistical manifold embedding of directed graphs

ICLR 2020poster

We propose a novel node embedding of directed graphs to statistical manifolds, which is based on a global minimization of pairwise relative entropy and graph geodesics in a non-linear way. Each node is encoded with a probability density function over a measurable space. Furthermore, we analyze the c…

Cited by 7SourcecodeScholar