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2020 – today
- 2024
[j5]Karima Makhlouf, Héber Hwang Arcolezi, Sami Zhioua, Ghassen Ben Brahim, Catuscia Palamidessi:
On the impact of multi-dimensional local differential privacy on fairness. Data Min. Knowl. Discov. 38(4): 2252-2275 (2024)- [j4]Karima Makhlouf
, Sami Zhioua, Catuscia Palamidessi:
When causality meets fairness: A survey. J. Log. Algebraic Methods Program. 141: 101000 (2024) - [c3]Karima Makhlouf, Tamara Stefanovic, Héber Hwang Arcolezi, Catuscia Palamidessi:
A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results. CSF 2024: 1-16 - [i8]Karima Makhlouf, Tamara Stefanovic, Héber Hwang Arcolezi, Catuscia Palamidessi:
A Systematic and Formal Study of the Impact of Local Differential Privacy on Fairness: Preliminary Results. CoRR abs/2405.14725 (2024) - 2023
- [c2]Héber Hwang Arcolezi, Karima Makhlouf, Catuscia Palamidessi:
(Local) Differential Privacy has NO Disparate Impact on Fairness. DBSec 2023: 3-21 - [i7]Héber Hwang Arcolezi, Karima Makhlouf, Catuscia Palamidessi:
(Local) Differential Privacy has NO Disparate Impact on Fairness. CoRR abs/2304.12845 (2023) - [i6]Karima Makhlouf, Héber Hwang Arcolezi, Sami Zhioua, Ghassen Ben Brahim, Catuscia Palamidessi:
On the Impact of Multi-dimensional Local Differential Privacy on Fairness. CoRR abs/2312.04404 (2023) - 2022
- [c1]Ruta Binkyte, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi:
Causal Discovery for Fairness. AFCP 2022: 7-22 - [i5]Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi:
Identifiability of Causal-based Fairness Notions: A State of the Art. CoRR abs/2203.05900 (2022) - [i4]Ruta Binkyte-Sadauskiene, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi:
Causal Discovery for Fairness. CoRR abs/2206.06685 (2022) - [i3]Guilherme Alves, Fabien Bernier, Miguel Couceiro, Karima Makhlouf, Catuscia Palamidessi, Sami Zhioua:
Survey on Fairness Notions and Related Tensions. CoRR abs/2209.13012 (2022) - 2021
- [j3]Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi:
Machine learning fairness notions: Bridging the gap with real-world applications. Inf. Process. Manag. 58(5): 102642 (2021) - [j2]Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi:
On the Applicability of Machine Learning Fairness Notions. SIGKDD Explor. 23(1): 14-23 (2021) - 2020
- [i2]Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi:
On the Applicability of ML Fairness Notions. CoRR abs/2006.16745 (2020) - [i1]Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi:
Survey on Causal-based Machine Learning Fairness Notions. CoRR abs/2010.09553 (2020)
2010 – 2019
- 2019
- [j1]Abdullah Qasem, Sami Zhioua, Karima Makhlouf:
Finding a Needle in a Haystack: The Traffic Analysis Version. Proc. Priv. Enhancing Technol. 2019(2): 270-290 (2019)
Coauthor Index
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