Data di Pubblicazione:
2024
Abstract:
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.
Tipologia CRIS:
04A-Conference paper in volume
Keywords:
Bias; Machine Learning; AI
Elenco autori:
Greta Coraglia; Fabio Aurelio D’Asaro; Francesco A. Genco; Davide Giannuzzi; Davide Posillipo; Giuseppe Primiero; Christian Quaggio
Link alla scheda completa:
Titolo del libro:
BEWARE 2023 : Bias, Ethical AI, Explainability and the role of Logic and Logic Programming
Pubblicato in: