4 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…