activity
20222026
most citedA Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems

30 citations · 32 across the 6 of their papers we have counts for

collaborators

7 papers

cs.AI2026

Prompt Revision as a Source of Cultural Bias in Text-to-Image Systems

Aleksandra Urman, Elsa Lichtenegger, Salima Jaoua +7

Commercial text-to-image systems silently revise user prompts before generating images, a step users typically cannot disable or even see. Yet, existing audits of cultural bias exa…

cs.CL2025

Computational Turing Test Reveals Systematic Differences Between Human and AI Language

Nicolò Pagan, Petter Törnberg, Christopher A. Bail +2

Large language models (LLMs) are increasingly used in the social sciences to simulate human behavior, based on the assumption that they can generate realistic, human-like text. Yet…

cs.CY2025

The Order of Recommendation Matters: Structured Exploration for Improving the Fairness of Content Creators

Salima Jaoua, Nicolò Pagan, Anikó Hannák +1

Social media platforms provide millions of professional content creators with sustainable incomes. Their income is largely influenced by their number of views and followers, which…

cs.SI2023

The Impact of Recommendation Systems on Opinion Dynamics: Microscopic versus Macroscopic Effects

Nicolas Lanzetti, Florian Dörfler, Nicolò Pagan

Recommendation systems are widely used in web services, such as social networks and e-commerce platforms, to serve personalized content to the users and, thus, enhance their experi…

cs.CY2023★ 30 cited

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…

cs.SI2023★ 1 cited

Individual Fairness for Social Media Influencers

Stefania Ionescu, Nicolo Pagan, Aniko Hannak

Nowadays, many social media platforms are centered around content creators (CC). On these platforms, the tie formation process depends on two factors: (a) the exposure of users to…

math.OC2022★ 1 cited

Data-Driven Behaviour Estimation in Parametric Games

Anna M. Maddux, Nicolò Pagan, Giuseppe Belgioioso +1

A central question in multi-agent strategic games deals with learning the underlying utilities driving the agents' behaviour. Motivated by the increasing availability of large data…