Flavio Comim
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Article
A Norm Optimisation Approach to SDGs: Tackling Poverty by Acting on Discrimination
By: Flavio Comim, Georgina Curto Rex, Nieves Montes, Nardine Osman, Carles Sierra
Appeared In: Proceedings of the 31st International Joint Conference on Artificial Intelligence
This paper describes how AI can provide new insights to mitigate poverty by using the technique of Agent Based Modeling.
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Article
SAF: Stakeholders’ Agreement on Fairness in the Practice of Machine Learning Development
By: Flavio Comim, Georgina Curto Rex
Appeared In: Science and Engineering Ethics
This paper clarifies why bias can’t be completely mitigated in machine learning (ML) and proposes an end-to-end methodology to translate the principle of justice and fairness into the practice of ML development as an ongoing agreement with stakeholders.