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Karima Makhlouf
Karima Makhlouf
Inria, LIX, École Polytechnique
Verified email at inria.fr - Homepage
Title
Cited by
Cited by
Year
On the applicability of machine learning fairness notions
K Makhlouf, S Zhioua, C Palamidessi
ACM SIGKDD Explorations Newsletter 23 (1), 14-23, 2021
141*2021
Survey on causal-based machine learning fairness notions
K Makhlouf, S Zhioua, C Palamidessi
arXiv preprint arXiv:2010.09553, 2020
762020
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
122023
Causal Discovery for Fairness
R Binkytė, K Makhlouf, C Pinzón, S Zhioua, C Palamidessi
Proceedings of Machine Learning Research 214, 7--22, 2023
11*2023
Finding a needle in a haystack: The traffic analysis version
A Qasem, S Zhioua, K Makhlouf
Proceedings on Privacy Enhancing Technologies, 2019
112019
Identifiability of causal-based fairness notions: A state of the art
K Makhlouf, S Zhioua, C Palamidessi
arXiv preprint arXiv:2203.05900, 2022
32022
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
12024
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
(Local) Differential Privacy has NO Disparate Impact on Fairness
HH Arcolezi, K Makhlouf, C Palamidessi
arXiv preprint arXiv:2304.12845, 2023
2023
Identifiability of Causal-based ML Fairness Notions
K Makhlouf, S Zhioua, C Palamidessi
2022 14th International Conference on Computational Intelligence and …, 2022
2022
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, ...
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