Fairness Auditing with Multi-Agent Collaboration

Fairness Auditing with Multi-Agent Collaboration

13 February 2024

Jade Garcia Bourrée

Anne-Marie Kermarrec

Erwan Le Merrer

Benoit Rottembourg

Gilles Tredan

Papers citing "Fairness Auditing with Multi-Agent Collaboration"

4 / 4 papers shown

Title
P2NIA: Privacy-Preserving Non-Iterative Auditing Jade Garcia Bourrée H. Lautraite Sébastien Gambs Gilles Tredan Erwan Le Merrer Benoit Rottembourg 34 0 0 01 Apr 2025
Fairness guarantee in multi-class classification Christophe Denis Romuald Elie Mohamed Hebiri Franccois Hu FaML 28 47 0 28 Sep 2021
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,187 0 23 Aug 2019
Improving fairness in machine learning systems: What do industry practitioners need? Kenneth Holstein Jennifer Wortman Vaughan Hal Daumé Miroslav Dudík Hanna M. Wallach FaML HAI 192 739 0 13 Dec 2018