Search Results for author: Ilaria Giuseppina Penco

Found 2 papers, 1 papers with code

Fair Enough? A map of the current limitations of the requirements to have "fair" algorithms

no code implementations21 Nov 2023 Alessandro Castelnovo, Nicole Inverardi, Gabriele Nanino, Ilaria Giuseppina Penco, Daniele Regoli

In the recent years, the raise in the usage and efficiency of Artificial Intelligence and, more in general, of Automated Decision-Making systems has brought with it an increasing and welcome awareness of the risks associated with such systems.

Decision Making Fairness

A Clarification of the Nuances in the Fairness Metrics Landscape

1 code implementation1 Jun 2021 Alessandro Castelnovo, Riccardo Crupi, Greta Greco, Daniele Regoli, Ilaria Giuseppina Penco, Andrea Claudio Cosentini

In recent years, the problem of addressing fairness in Machine Learning (ML) and automatic decision-making has attracted a lot of attention in the scientific communities dealing with Artificial Intelligence.

BIG-bench Machine Learning Decision Making +1

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