Felix Störck

Extending Fair Null-Space Projections for Continuous Attributes to Kernel Methods

With the on-going integration of machine learning systems into the everyday social life of millions the notion of fairness becomes an ever increasing priority in their development. Fairness notions commonly rely on protected attributes to assess potential biases. Here, the majority of literature foc…