Karima Makhlouf

According to our database, Karima Makhlouf authored at least 10 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

On the Impact of Multi-dimensional Local Differential Privacy on Fairness.

Karima Makhlouf, Héber Hwang Arcolezi, Sami Zhioua, Ghassen Ben Brahim, Catuscia Palamidessi

CoRR, 2023

(Local) Differential Privacy has NO Disparate Impact on Fairness.

Héber Hwang Arcolezi, Karima Makhlouf, Catuscia Palamidessi

Proceedings of the Data and Applications Security and Privacy XXXVII, 2023

2022

Survey on Fairness Notions and Related Tensions.

Guilherme Alves, Fabien Bernier, Miguel Couceiro, Karima Makhlouf, Catuscia Palamidessi, Sami Zhioua

CoRR, 2022

Identifiability of Causal-based Fairness Notions: A State of the Art.

Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi

CoRR, 2022

Causal Discovery for Fairness.

Ruta Binkyte, Karima Makhlouf, Carlos Pinzón, Sami Zhioua, Catuscia Palamidessi

Proceedings of the Algorithmic Fairness through the Lens of Causality and Privacy Workshop, 2022

2021

On the Applicability of Machine Learning Fairness Notions.

Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi

SIGKDD Explor., 2021

Machine learning fairness notions: Bridging the gap with real-world applications.

Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi

Inf. Process. Manag., 2021

2020

Survey on Causal-based Machine Learning Fairness Notions.

Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi

CoRR, 2020

On the Applicability of ML Fairness Notions.

Karima Makhlouf, Sami Zhioua, Catuscia Palamidessi

CoRR, 2020

2019

Finding a Needle in a Haystack: The Traffic Analysis Version.

Abdullah Qasem, Sami Zhioua, Karima Makhlouf

Proc. Priv. Enhancing Technol., 2019