4 citations · 7 across the 3 of their papers we have counts for
4 papers
Intersectional Fairness: A Fractal Approach
Giulio Filippi, Sara Zannone, Adriano Koshiyama
The issue of fairness in AI has received an increasing amount of attention in recent years. The problem can be approached by looking at different protected attributes (e.g., ethnic…
Uncovering Bias in Face Generation Models
Cristian Muñoz, Sara Zannone, Umar Mohammed +1
Recent advancements in GANs and diffusion models have enabled the creation of high-resolution, hyper-realistic images. However, these models may misrepresent certain social groups…
Local Law 144: A Critical Analysis of Regression Metrics
Giulio Filippi, Sara Zannone, Airlie Hilliard +1
The use of automated decision tools in recruitment has received an increasing amount of attention. In November 2021, the New York City Council passed a legislation (Local Law 144)…
Evaluating Explainability in Machine Learning Predictions through Explainer-Agnostic Metrics
Cristian Munoz, Kleyton da Costa, Bernardo Modenesi +1
The rapid integration of artificial intelligence (AI) into various industries has introduced new challenges in governance and regulation, particularly regarding the understanding o…