Julien Ferry

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 14

Top Topics

Sensitive Attributes

Top Venues

Publications

Julien Ferry, Ricardo Fukasawa, Timothée Pascal, Thibaut Vidal
Trained Random Forests Completely Reveal your Dataset. CoRR (2024)
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Probabilistic Dataset Reconstruction from Interpretable Models. SaTML (2024)
Timothée Ly, Julien Ferry, Marie-José Huguet, Sébastien Gambs, Ulrich Aïvodji
Smooth Sensitivity for Learning Differentially-Private yet Accurate Rule Lists. CoRR (2024)
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
SoK: Taming the Triangle - On the Interplays between Fairness, Interpretability and Privacy in Machine Learning. CoRR (2023)
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Improving fairness generalization through a sample-robust optimization method. Mach. Learn. 112 (6) (2023)
Julien Rouzot, Julien Ferry, Marie-José Huguet
Learning Optimal Fair Scoring Systems for Multi-Class Classification. CoRR (2023)
Julien Ferry, Gabriel Laberge, Ulrich Aïvodji
Learning Hybrid Interpretable Models: Theory, Taxonomy, and Methods. CoRR (2023)
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction. SaTML (2023)
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Probabilistic Dataset Reconstruction from Interpretable Models. CoRR (2023)
Julien Ferry, Ulrich Aïvodji, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Exploiting Fairness to Enhance Sensitive Attributes Reconstruction. CoRR (2022)
Julien Rouzot, Julien Ferry, Marie-José Huguet
Learning Optimal Fair Scoring Systems for Multi-Class Classification. ICTAI (2022)
Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Leveraging Integer Linear Programming to Learn Optimal Fair Rule Lists. CPAIOR (2022)
Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
FairCORELS, an Open-Source Library for Learning Fair Rule Lists. CIKM (2021)
Ulrich Aïvodji, Julien Ferry, Sébastien Gambs, Marie-José Huguet, Mohamed Siala
Learning Fair Rule Lists. CoRR (2019)