نبذة مختصرة : 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.
Relation: ispartofbook:BEWARE 2023 : Bias, Ethical AI, Explainability and the role of Logic and Logic Programming; 2nd Workshop on Bias, Ethical AI, Explainability and the role of Logic and Logic Programming co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence; volume:3615; firstpage:44; lastpage:60; numberofpages:17; serie:CEUR WORKSHOP PROCEEDINGS; alleditors:G. Boella, F.A. D'Asaro, A. Dyoub, L. Gorrieri, F.A. Lisi, C. Manganini, G. Primiero; https://hdl.handle.net/2434/1024264; https://ceur-ws.org/Vol-3615/paper4.pdf
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