Duality of graphical models and tensor networks

In this article we show the duality between tensor networks and undirected graphical models with discrete variables. We study tensor networks on hypergraphs, which we call tensor hypernetworks. We show that the tensor hypernetwork on a hypergraph exactly corresponds to the graphical model given by t...

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Bibliographic Details
Main Authors: Robeva, E, Seigal, A
Format: Journal article
Published: Oxford University Press 2018