Search Results for author: Sergey Egorov

Found 4 papers, 1 papers with code

Cyclic Group Projection for Enumerating Quasi-Cyclic Codes Trapping Sets

no code implementations26 Jan 2024 Vasiliy Usatyuk, Yury Kuznetsov, Sergey Egorov

This paper introduces a novel approach to enumerate and assess Trapping sets in quasi-cyclic codes, those with circulant sizes that are non-prime numbers.

Topology-Aware Exploration of Energy-Based Models Equilibrium: Toric QC-LDPC Codes and Hyperbolic MET QC-LDPC Codes

no code implementations26 Jan 2024 Vasiliy Usatyuk, Denis Sapozhnikov, Sergey Egorov

This paper presents a method for achieving equilibrium in the ISING Hamiltonian when confronted with unevenly distributed charges on an irregular grid.

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

5 code implementations28 Jul 2023 Vasiliy Usatyuk, Sergey Egorov, Denis Sapozhnikov

Additionally, the layer depth in QAOA correlates to the number of decoding belief propagation iterations in the Wiberg decoding tree.

Graph Embedding

Self-supervised similarity models based on well-logging data

no code implementations26 Sep 2022 Sergey Egorov, Narek Gevorgyan, Alexey Zaytsev

Adopting data-based approaches leads to model improvement in numerous Oil&Gas logging data processing problems.

Transfer Learning

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