"FairCompass: Operationalising Fairness in Machine Learning" by Jessica Liu, Huaming Chen et al.
As artificial intelligence (AI) increasingly becomes an integral part of our societal and individual activities, there is a growing imperative to develop responsible AI solutions. Despite a diverse assortment of machine learning fairness solutions is proposed in the literature, there is reportedly a lack of practical implementation of these tools in real-world applications. Industry experts have participated in thorough discussions on the challenges associated with operationalising fairness in t...
Informed Analysis Knowledge Generation Model Visual Analytics Fai Fairness Decision Trees Human In The Loop
Source: uow.edu.au