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Karima Makhlouf
Karima Makhlouf
Inria, LIX, École Polytechnique
E-mail confirmado em inria.fr - Página inicial
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On the applicability of machine learning fairness notions
K Makhlouf, S Zhioua, C Palamidessi
ACM SIGKDD Explorations Newsletter 23 (1), 14-23, 2021
160*2021
Survey on causal-based machine learning fairness notions
K Makhlouf, S Zhioua, C Palamidessi
arXiv preprint arXiv:2010.09553, 2020
842020
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
172023
Causal Discovery for Fairness
R Binkytė, K Makhlouf, C Pinzón, S Zhioua, C Palamidessi
Proceedings of Machine Learning Research 214, 7--22, 2023
16*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 ML Fairness Notions
K Makhlouf, S Zhioua, C Palamidessi
2022 14th International Conference on Computational Intelligence and …, 2022
4*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
22024
(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
12023
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
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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