Gemma Galdón-Clavell

Applied and Filtered: An End-to-End Algorithmic Fairness Audit of A Public Employment Agency

Algorithmic fairness evaluation commonly assesses AI systems as bounded technical components, abstracting away the organizational context in which they operate. We present, to our knowledge, the first independent end-to-end fairness audit of a semi-automated hiring system operated by Barcelona Activa, a public employme...