10 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…
An Optimal Battery-Free Approach for Emission Reduction by Storing Solar Surplus in Building Thermal Mass
Michela Boffi, Jessica Leoni, Fabrizio Leonforte +2
Decarbonization in buildings calls for advanced control strategies that coordinate on-site renewables, grid electricity, and thermal demand. Literature approaches typically rely on…
Explainable Condition Monitoring via Probabilistic Anomaly Detection Applied to Helicopter Transmissions
Aurelio Raffa Ugolini, Jessica Leoni, Valentina Breschi +4
We present a novel Explainable methodology for Condition Monitoring, relying on healthy data only. Since faults are rare events, we propose to focus on learning the probability dis…
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…
Optimal policy design for innovation diffusion: shaping today's incentives for transforming the future
Lisa Piccinin, Valentina Breschi, Chiara Ravazzi +2
In this paper, we propose a new framework for the design of incentives aimed at promoting innovation diffusion in social influence networks. In particular, our framework relies on…
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…