10 citations · 10 across the 5 of their papers we have counts for
6 papers
Graphs are maximally expressive for higher-order interactions
Tiago P. Peixoto, Leto Peel, Thilo Gross +1
We demonstrate that graph-based models are fully capable of representing higher-order interactions, and have a long history of being used for precisely this purpose. This stands in…
Mesoscale structures in signed networks
Wei Zhang, Olga Boichak, Tristram J. Alexander +2
Meso-scale structures in signed networks have been studied under the limiting assumption of the validity of social balance theory, which predicts positive connections within groups…
Multiscale patterns of migration flows in Austria: regionalization, administrative barriers, and urban-rural divides
Thomas Robiglio, Martina Contisciani, Márton Karsai +1
Migration is central in various societal problems related to socioeconomic development. While much of the existing research has focused on international migration, migration patter…
Uncertainty quantification and posterior sampling for network reconstruction
Tiago P. Peixoto
Network reconstruction is the task of inferring the unseen interactions between elements of a system, based only on their behavior or dynamics. This inverse problem is in general i…
Network reconstruction via the minimum description length principle
Tiago P. Peixoto
A fundamental problem associated with the task of network reconstruction from dynamical or behavioral data consists in determining the most appropriate model complexity in a manner…
Scalable network reconstruction in subquadratic time
Tiago P. Peixoto
Network reconstruction consists in determining the unobserved pairwise couplings between nodes given only observational data on the resulting behavior that is conditioned on th…