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.
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.