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…
stat.CO2025
Symmetry-driven embedding of networks in hyperbolic space
Simon Lizotte, Jean-Gabriel Young, Antoine Allard
Hyperbolic models are known to produce networks with properties observed empirically in most network datasets, including heavy-tailed degree distribution, high clustering, and hier…