Sofiane Mahiou

According to our database, Sofiane Mahiou authored at least 4 papers between 2022 and 2025.

Collaborative distances:

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

2025

dpmm: Differentially Private Marginal Models, a Library for Synthetic Tabular Data Generation.

Sofiane Mahiou, Amir Dizche, Reza Nazari, Xinmin Wu, Ralph Abbey, Jorge Silva, Georgi Ganev

CoRR, June, 2025

Understanding the Impact of Data Domain Extraction on Synthetic Data Privacy.

Georgi Ganev, Meenatchi Sundaram Muthu Selva Annamalai, Sofiane Mahiou, Emiliano De Cristofaro

CoRR, April, 2025

The Importance of Being Discrete: Measuring the Impact of Discretization in End-to-End Differentially Private Synthetic Data.

Georgi Ganev, Meenatchi Sundaram Muthu Selva Annamalai, Sofiane Mahiou, Emiliano De Cristofaro

CoRR, April, 2025

2022

dpart: Differentially Private Autoregressive Tabular, a General Framework for Synthetic Data Generation.

Sofiane Mahiou, Kai Xu, Georgi Ganev

CoRR, 2022