Increasing Fairness via Combination with Learning Guarantees

25 January 2023

Papers citing "Increasing Fairness via Combination with Learning Guarantees"

5 / 5 papers shown

Title
FairSHAP: Preprocessing for Fairness Through Attribution-Based Data Augmentation Lin Zhu Yijun Bian Lei You TDI 28 0 0 16 May 2025
Does Machine Bring in Extra Bias in Learning? Approximating Fairness in Models Promptly Yijun Bian Yujie Luo FaML 24 1 0 15 May 2024
Causal Conceptions of Fairness and their Consequences H. Nilforoshan Johann D. Gaebler Ravi Shroff Sharad Goel FaML 136 45 0 12 Jul 2022
Second Order PAC-Bayesian Bounds for the Weighted Majority Vote A. Masegosa S. Lorenzen Christian Igel Yevgeny Seldin 34 40 0 01 Jul 2020
Fair prediction with disparate impact: A study of bias in recidivism prediction instruments Alexandra Chouldechova FaML 207 2,090 0 24 Oct 2016