| On the applicability of machine learning fairness notions K Makhlouf, S Zhioua, C Palamidessi ACM SIGKDD Explorations Newsletter 23 (1), 14-23, 2021 | 150* | 2021 |
| Survey on causal-based machine learning fairness notions K Makhlouf, S Zhioua, C Palamidessi arXiv preprint arXiv:2010.09553, 2020 | 80 | 2020 |
| Causal Discovery for Fairness R Binkytė, K Makhlouf, C Pinzón, S Zhioua, C Palamidessi Proceedings of Machine Learning Research 214, 7--22, 2023 | 13* | 2023 |
| 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 | 12 | 2023 |
| Finding a needle in a haystack: The traffic analysis version A Qasem, S Zhioua, K Makhlouf Proceedings on Privacy Enhancing Technologies, 2019 | 11 | 2019 |
| Identifiability of Causal-based ML Fairness Notions K Makhlouf, S Zhioua, C Palamidessi 2022 14th International Conference on Computational Intelligence and …, 2022 | 3* | 2022 |
| On the Impact of Multi-dimensional Local Differential Privacy on Fairness K Makhlouf, HH Arcolezi, S Zhioua, GB Brahim, C Palamidessi Submitted to ECML (Journal Track), 2024 | 1 | 2024 |
| (Local) Differential Privacy has NO Disparate Impact on Fairness HH Arcolezi, K Makhlouf, C Palamidessi IFIP Annual Conference on Data and Applications Security and Privacy, 3-21, 2023 | 1 | 2023 |
| On the Impact of Local Differential Privacy on Simpson’s Paradox T Stefanovic, S Cerna, HH Arcolezi, K Makhlouf, C Palamidessi Logic and Applications LAP 2023, 39, 2023 | | 2023 |
| When Causality Meets Fairness: A Survey K Makhlouf, S Zhioua, C Palamidessi Available at SSRN 4641132, 0 | | |
| Scientific Steering Committee B Freisleben, M Geiger, A Kaban, P Addesso, F Adrodegari, A Angehl, ... | | |
Sami ZhiouaINRIA, LIX, École Polytechnique, Paris, FranceVerified email at lix.polytechnique.fr
