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Karima Makhlouf
Karima Makhlouf
Ph.D. in Artificial Intelligence
Verified email at lix.polytechnique.fr - Homepage
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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
193*2021
When Causality Meets Fairness: A Survey
K Makhlouf, S Zhioua, C Palamidessi
Journal of Logical and Algebraic Methods in Programming, 101000, 2024
109*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
312023
Causal Discovery for Fairness
R Binkytė, K Makhlouf, C Pinzón, S Zhioua, C Palamidessi
Proceedings of Machine Learning Research 214, 7--22, 2023
22*2023
Finding a needle in a haystack: The traffic analysis version
A Qasem, S Zhioua, K Makhlouf
Proceedings on Privacy Enhancing Technologies, 2019
132019
Identifiability of causal-based ml fairness notions
K Makhlouf, S Zhioua, C Palamidessi
2022 14th international conference on computational intelligence and …, 2022
7*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
52023
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
32024
A systematic and formal study of the impact of local differential privacy on fairness: Preliminary results
K Makhlouf, T Stefanović, HH Arcolezi, C Palamidessi
2024 IEEE 37th Computer Security Foundations Symposium (CSF), 1-16, 2024
12024
Advancing Ethical and Responsible AI: Exploring Fairness, Privacy, and Explainability through Causal Perspectives
K Makhlouf
École polytechnique, 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, ...
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