Gabriel G. Castañé

Assessing and Enforcing Fairness in the AI Lifecycle

A significant challenge in detecting and mitigating bias is creating a mindset amongst AI developers to address unfairness. The current literature on fairness is broad, and the learning curve to distinguish where to use existing metrics and techniques for bias detection or mitigation is difficult. T…