Peer-induced Fairness: A Causal Approach for Algorithmic Fairness Auditing

Shiqi Fang, Zexun Chen, Jake Ansell

With the European Union's Artificial Intelligence Act taking effect on 1 August 2024, high-risk AI applications must adhere to stringent transparency and fairness standards. This p…