Publications

Making ML models fairer through explanations: the case of LimeOut

Guilherme Alves, Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli

9th International Conference on Analysis of Images, Social Networks, and Texts 2020 (AIST 2020), Oct 2020, Moscow, Russia

[plenary talk] [code]

LimeOut: An Ensemble Approach To Improve Process Fairness

Vaishnavi Bhargava, Miguel Couceiro, Amedeo Napoli

ECML PKDD International Workshop on eXplainable Knowledge Discovery in Data Mining (XKDD 2020), Sep 2020, Ghent, Belgium

[talk] [code]