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cs.CY2025
On compromising freedom of choice and subjective
Nicolas Fayard, Marc Pirlot, Alexis Tsoukiàs
This paper proposes a new framework for evaluating capability sets by incorporating individual preferences over the diversity of accessible options. Building on the Capability Appr…
cs.CY2024
Subjective fairness in algorithmic decision-support
Sarra Tajouri, Alexis Tsoukiàs
The treatment of fairness in decision-making literature usually involves quantifying fairness using objective measures. This work takes a critical stance to highlight the limitatio…
cs.CY2024
A framework for expected capability sets
Nicolas Fayard, David Ríos Insua, Alexis Tsoukiàs
This paper addresses decision-aiding problems that involve multiple objectives and uncertain states of the world. Inspired by the capability approach, we focus on cases where a pol…