FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical Algorithms

11 July 2023

Papers citing "FairLay-ML: Intuitive Remedies for Unfairness in Data-Driven Social-Critical Algorithms"

5 / 5 papers shown

Title
Fairness-aware Configuration of Machine Learning Libraries Saeid Tizpaz-Niari Ashish Kumar Gang Tan Ashutosh Trivedi FaML 58 51 0 13 Feb 2022
A survey on datasets for fairness-aware machine learning Tai Le Quy Arjun Roy Vasileios Iosifidis Wenbin Zhang Eirini Ntoutsi FaML 82 250 0 01 Oct 2021
Model-Agnostic Counterfactual Explanations for Consequential Decisions Amir-Hossein Karimi Gilles Barthe Borja Balle Isabel Valera 93 324 0 27 May 2019
Counterfactual Fairness Matt J. Kusner Joshua R. Loftus Chris Russell Ricardo M. A. Silva FaML 230 1,587 0 20 Mar 2017
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.2K 17,071 0 16 Feb 2016