31 citations · 63 across the 5 of their papers we have counts for
5 papers
Fairness in Social Influence Maximization via Optimal Transport
Shubham Chowdhary, Giulia De Pasquale, Nicolas Lanzetti +2
We study fairness in social influence maximization, whereby one seeks to select seeds that spread a given information throughout a network, ensuring balanced outreach among differe…
Control Strategies for Recommendation Systems in Social Networks
Ben Sprenger, Giulia De Pasquale, Raffaele Soloperto +2
A closed-loop control model to analyze the impact of recommendation systems on opinion dynamics within social networks is introduced. The core contribution is the development and f…
Hypergraph reconstruction from dynamics
Robin Delabays, Giulia De Pasquale, Florian Dörfler +1
A plethora of methods have been developed in the past two decades to infer the underlying network structure of an interconnected system from its collective dynamics. However, metho…
A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems
Nicolò Pagan, Joachim Baumann, Ezzat Elokda +3
Prediction-based decision-making systems are becoming increasingly prevalent in various domains. Previous studies have demonstrated that such systems are vulnerable to runaway feed…
Dual Seminorms, Ergodic Coefficients and Semicontraction Theory
Giulia De Pasquale, Kevin D. Smith, Francesco Bullo +1
Dynamical systems that are contracting on a subspace are said to be semicontracting. Semicontraction theory is a useful tool in the study of consensus algorithms and dynamical flow…