We present a tool for the detection of biased behaviours in AI systems. Using a specific probability-based algorithm, we provide the means to compare the action of the user’s algorithm of choice on a specific feature that they deem “sensible” with respect to fixed classes and to a known optimal behaviour.
authors:
Greta Coraglia, Fabio Aurelio D’Asaro, Francesco A. Genco, Davide Giannuzzi,
Davide Posillipo, Giuseppe Primiero and Christian Quaggio
keywords:
Bias, Machine Learning, AI
