IEEE P3591 Standard for Fair Decision-Making Through Causal Analysis

This standard describes how to perform causal fairness analysis to make fairer decisions in various high-stakes applications (e. g. credi...

A Systems Thinking Approach to Algorithmic Fairness

Systems thinking provides us with a way to model the algorithmic fairness problem by allowing us to encode prior knowledge and assumption...

Bias Reduction in Machine Learning Model Training and Inference