Individual Fairness Through Reweighting and Tuning

2 May 2024

Papers citing "Individual Fairness Through Reweighting and Tuning"

9 / 9 papers shown

Title
On Optimal Regularization Parameters via Bilevel Learning Matthias Joachim Ehrhardt S. Gazzola S. J. Scott 31 4 0 28 May 2023
iFlipper: Label Flipping for Individual Fairness Hantian Zhang Ki Hyun Tae Jaeyoung Park Xu Chu Steven Euijong Whang 65 7 0 15 Sep 2022
Post-processing for Individual Fairness Felix Petersen Debarghya Mukherjee Yuekai Sun Mikhail Yurochkin FaML 47 83 0 26 Oct 2021
Maxmin-Fair Ranking: Individual Fairness under Group-Fairness Constraints David García-Soriano Francesco Bonchi FaML 16 47 0 16 Jun 2021
A Clarification of the Nuances in the Fairness Metrics Landscape Alessandro Castelnovo Riccardo Crupi Greta Greco D. Regoli Ilaria Giuseppina Penco A. Cosentini FaML 24 185 0 01 Jun 2021
Learning Certified Individually Fair Representations Anian Ruoss Mislav Balunović Marc Fischer Martin Vechev FaML 27 93 0 24 Feb 2020
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 148 4,395 0 07 Nov 2019
Training individually fair ML models with Sensitive Subspace Robustness Mikhail Yurochkin Amanda Bower Yuekai Sun FaML OOD 42 120 0 28 Jun 2019
Inherent Trade-Offs in the Fair Determination of Risk Scores Jon M. Kleinberg S. Mullainathan Manish Raghavan FaML 75 1,762 0 19 Sep 2016