Causal Analysis for Fairness of AI Models

Martina cinquini PhD student at the University of Pisa Abstract: Artificial Intelligence (AI) has become ubiquitous in many sensitive domains where individuals and society can potentially be harmed by its outputs. In an attempt to reduce the ethical or legal implications of AI-based decisions, the scientific community‚Äôs interest in fairness-aware Machine Learning has been increasingly … Continue reading Causal Analysis for Fairness of AI Models