2 papers
stat.AP2025
On the reconstruction limits of complex networks
Charles Murphy, Simon Lizotte, François Thibault +3
Network reconstruction consists in retrieving the hidden interaction structure of a system from observations. Many reconstruction algorithms have been proposed, although less resea…
cond-mat.stat-mech2024
On the Uniform Sampling of the Configuration Model with Centrality Constraints
François Thibault, Laurent Hébert-Dufresne, Antoine Allard
The Onion Decomposition has recently been shown to provide principled models of complex graphs that better reproduce the sparse networks found in nature, but at the cost of complic…