134 citations · 208 across the 6 of their papers we have counts for
6 papers
Hypergraphx: a library for higher-order network analysis
Quintino Francesco Lotito, Martina Contisciani, Caterina De Bacco +6
From social to biological systems, many real-world systems are characterized by higher-order, non-dyadic interactions. Such systems are conveniently described by hypergraphs, where…
Convergence properties of optimal transport-based temporal hypernetworks
Diego Baptista, Caterina De Bacco
We present a method to extract temporal hypergraphs from sequences of 2-dimensional functions obtained as solutions to Optimal Transport problems. We investigate optimality princip…
Multilayer patent citation networks: A comprehensive analytical framework for studying explicit technological relationships
Kyle Higham, Martina Contisciani, Caterina De Bacco
The use of patent citation networks as research tools is becoming increasingly commonplace in the field of innovation studies. However, these networks rarely consider the contexts…
Estimating Social Influence from Observational Data
Dhanya Sridhar, Caterina De Bacco, David Blei
We consider the problem of estimating social influence, the effect that a person's behavior has on the future behavior of their peers. The key challenge is that shared behavior bet…
Stochastic Search with Poisson and Deterministic Resetting
Uttam Bhat, Caterina De Bacco, S. Redner
We investigate a stochastic search process in one, two, and three dimensions in which diffusing searchers that all start at seek a target at the origin. Each of the searc…
Rare events statistics of random walks on networks: localization and other dynamical phase transitions
Caterina De Bacco, Alberto Guggiola, Reimer Kühn +1
Rare event statistics for random walks on complex networks are investigated using the large deviations formalism. Within this formalism, rare events are realized as typical events…