| On the applicability of machine learning fairness notions K Makhlouf, S Zhioua, C Palamidessi ACM SIGKDD Explorations Newsletter 23 (1), 14-23, 2021 | 177* | 2021 |
| When Causality Meets Fairness: A Survey K Makhlouf, S Zhioua, C Palamidessi Journal of Logical and Algebraic Methods in Programming, 101000, 2024 | 94* | 2024 |
| Survey on fairness notions and related tensions G Alves, F Bernier, M Couceiro, K Makhlouf, C Palamidessi, S Zhioua EURO journal on decision processes 11, 100033, 2023 | 24 | 2023 |
| Causal Discovery for Fairness R Binkytė, K Makhlouf, C Pinzón, S Zhioua, C Palamidessi Proceedings of Machine Learning Research 214, 7--22, 2023 | 19* | 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 | 6* | 2022 |
| Survey on causal-based machine learning fairness notions. arXiv K Makhlouf, S Zhioua, C Palamidessi arXiv preprint arXiv:2010.09553 10, 2022 | 5 | 2022 |
| (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 | 4 | 2023 |
| On the impact of multi-dimensional local differential privacy on fairness K Makhlouf, HH Arcolezi, S Zhioua, GB Brahim, C Palamidessi Data Mining and Knowledge Discovery, 1-24, 2024 | 2 | 2024 |
| A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results K Makhlouf, T Stefanovic, HH Arcolezi, C Palamidessi arXiv preprint arXiv:2405.14725, 2024 | | 2024 |
| 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 |
| 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
