On the Need and Applicability of Causality for Fairness: A Unified Framework for AI Auditing and Legal Analysis

8 July 2022

Papers citing "On the Need and Applicability of Causality for Fairness: A Unified Framework for AI Auditing and Legal Analysis"

4 / 4 papers shown

Title
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models Ruta Binkyte Ivaxi Sheth Zhijing Jin Mohammad Havaei Bernhard Schölkopf Mario Fritz 116 0 0 28 Feb 2025
Selection, Ignorability and Challenges With Causal Fairness Jake Fawkes R. Evans Dino Sejdinovic 86 19 0 28 Feb 2022
Promises and Challenges of Causality for Ethical Machine Learning Aida Rahmattalabi Alice Xiang FaML CML 113 8 0 26 Jan 2022
Causal Inference in the Presence of Latent Variables and Selection Bias Peter Spirtes Christopher Meek Thomas S. Richardson CML 147 435 0 20 Feb 2013