The Impossibility Theorem of Machine Fairness -- A Causal Perspective

12 July 2020

Papers citing "The Impossibility Theorem of Machine Fairness -- A Causal Perspective"

4 / 4 papers shown

Title
Unraveling the Interconnected Axes of Heterogeneity in Machine Learning for Democratic and Inclusive Advancements Maryam Molamohammadi Afaf Taik Nicolas Le Roux G. Farnadi 29 1 0 11 Jun 2023
Visual Auditor: Interactive Visualization for Detection and Summarization of Model Biases David Munechika Zijie J. Wang Jack Reidy Josh Rubin Krishna Gade K. Kenthapadi Duen Horng Chau MLAU 23 18 0 25 Jun 2022
Impossibility Results in AI: A Survey Mario Brčič Roman V. Yampolskiy 14 25 0 01 Sep 2021
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 323 4,203 0 23 Aug 2019