Non-Comparative Fairness for Human-Auditing and Its Relation to Traditional Fairness Notions

Mukund Telukunta, Venkata Sriram Siddhardh Nadendla

Bias evaluation in machine-learning based services (MLS) based on traditional algorithmic fairness notions that rely on comparative principles is practically difficult, making it n…