5 papers
Beyond Distributive Justice: Hermeneutical Fairness in Ad Delivery
Camilla Quaresmini, Valentina Breschi, Jessica Leoni +3
Fairness in online advertising is often formalized as a distributive justice problem, aiming to ensure that impressions, opportunities, or outcomes are allocated comparably across…
Measuring Epistemic Unfairness for Algorithmic Decision-Making
Camilla Quaresmini, Lisa Piccinin, Valentina Breschi
Algorithmic systems increasingly function as epistemic infrastructures that govern the conditions of interpretative access and social belief. Yet, mainstream auditing strategies op…
Fairness-aware design of nudging policies under stochasticity and prejudices
Lisa Piccinin, Camilla Quaresmini, Edoardo Vitale +2
We present an injustice-aware innovation-diffusion model extending the Generalized Linear Threshold framework by assigning agents activation thresholds drawn from a Beta distributi…
The epistemic dimension of algorithmic fairness: assessing its impact in innovation diffusion and fair policy making
Eugenia Villa, Camilla Quaresmini, Valentina Breschi +2
Algorithmic fairness is an expanding field that addresses a range of discrimination issues associated with algorithmic processes. However, most works in the literature focus on ana…
Data quality dimensions for fair AI
Camilla Quaresmini, Giuseppe Primiero
Artificial Intelligence (AI) systems are not intrinsically neutral and biases trickle in any type of technological tool. In particular when dealing with people, the impact of AI al…