Search Results for author: Greta Greco

Found 2 papers, 1 papers with code

A Clarification of the Nuances in the Fairness Metrics Landscape

1 code implementation • 1 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

Paper
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BeFair: Addressing Fairness in the Banking Sector

no code implementations • 3 Feb 2021 • Alessandro Castelnovo, Riccardo Crupi, Giulia Del Gamba, Greta Greco, Aisha Naseer, Daniele Regoli, Beatriz San Miguel Gonzalez

Algorithmic bias mitigation has been one of the most difficult conundrums for the data science community and Machine Learning (ML) experts.

Fairness

Paper
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