Reducing unintended bias of ML models on tabular and textual data G Alves, M Amblard, F Bernier, M Couceiro, A Napoli 2021 IEEE 8th International Conference on Data Science and Advanced …, 2021 | 25 | 2021 |
Survey on fairness notions and related tensions G Alves, F Bernier, M Couceiro, K Makhlouf, C Palamidessi, S Zhioua EURO journal on decision processes, 100033, 2023 | 16 | 2023 |
FixOut: an ensemble approach to fairer models G Alves, V Bhargava, F Bernier, M Couceiro, A Napoli | 6 | 2020 |
Studying the impact of feature importance and weighted aggregation in tackling process fairness G Alves, V Bhargava, F Bernier, M Couceiro, A Napoli Statistical Modeling and Applications on Real-Time Problems, 133-152, 2022 | 2 | 2022 |
A Study about Explainability and Fairness in Machine Learning and Knowledge Discovery F Bernier TELECOM Nancy, 2021 | 1 | 2021 |
Faster and Cheaper Energy Demand Forecasting at Scale F Bernier, M Jimenez, M Cordy, Y Le Traon Has it Trained Yet? NeurIPS 2022 Workshop, 2022 | | 2022 |