An Information-Flow Perspective on Algorithmic Fairness
An exploration of the relationships between qualitative and quantitative information flow and various causal and non-causal fairness definitions with applications to program analysis.
20. Feb 2024
Formally Verified Algorithmic Fairness using Information-Flow Tools (Extended Abstract)
We demonstrate preliminary results on strong connections between Information Flow and Algorithmic Fairness Analysis
1. May 2023