Distribution of centrality measures on undirected random networks via the cavity method

S Bartolucci, F Caccioli, F Caravelli, P Vivo - Proceedings of the National …, 2024 - pnas.org
The Katz centrality of a node in a complex network is a measure of the node's importance as
far as the flow of information across the network is concerned. For ensembles of locally tree …

Generalized belief propagation algorithms for decoding of surface codes

J Old, M Rispler - Quantum, 2023 - quantum-journal.org
Belief propagation (BP) is well-known as a low complexity decoding algorithm with a strong
performance for important classes of quantum error correcting codes, eg notably for the …

[PDF][PDF] STATISTICAL INFERENCE AND MACHINE LEARNING IN NUMERICAL LINEAR ALGEBRA

V FANASKOV - 2022 - skoltech.ru
We explore how data-driven approaches can help to enhance iterative methods used to
solve linear problems. More specifically, we are interested in linear problem Ax= b where A …