The Bouncer Problem: Challenges to Remote Explainability

v1v2 (latest)

The Bouncer Problem: Challenges to Remote Explainability

3 October 2019

Erwan Le Merrer

Gilles Tredan

ArXiv (abs)PDF HTML

Papers citing "The Bouncer Problem: Challenges to Remote Explainability"

5 / 5 papers shown

Title
Smooth Sensitivity for Learning Differentially-Private yet Accurate Rule Lists Timothée Ly Julien Ferry Marie-José Huguet Sébastien Gambs Ulrich Aïvodji 143 0 0 18 Mar 2024
SoK: Taming the Triangle -- On the Interplays between Fairness, Interpretability and Privacy in Machine Learning Julien Ferry Ulrich Aïvodji Sébastien Gambs Marie-José Huguet Mohamed Siala FaML 259 8 0 22 Dec 2023
s-LIME: Reconciling Locality and Fidelity in Linear ExplanationsInternational Symposium on Intelligent Data Analysis (IDA), 2022 Romaric Gaudel Luis Galárraga J. Delaunay L. Rozé Vaishnavi Bhargava FAtt 180 18 0 02 Aug 2022
Model extraction from counterfactual explanations Ulrich Aïvodji Alexandre Bolot Sébastien Gambs MIACV MLAU 189 58 0 03 Sep 2020
Learning Fair Rule Lists Ulrich Aïvodji Julien Ferry Sébastien Gambs Marie-José Huguet Mohamed Siala FaML 188 11 0 09 Sep 2019