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20102026
most citedSpherical and Hyperbolic Toric Topology-Based Codes On Graph Embedding for Ising MRF Models: Classical and Quantum Topology Machine Learning

3 citations · 4 across the 19 of their papers we have counts for

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cs.IT2023★ 3 cited

Spherical and Hyperbolic Toric Topology-Based Codes On Graph Embedding for Ising MRF Models: Classical and Quantum Topology Machine Learning

Vasiliy Usatyuk, Sergey Egorov, Denis Sapozhnikov

The paper introduces the application of information geometry to describe the ground states of Ising models by utilizing parity-check matrices of cyclic and quasi-cyclic codes on to…