2 papers
cs.AI2026
FairMon: A Tool for Monitoring and Visualizing Algorithmic Fairness
Jan Baumeister, Bernd Finkbeiner, Vladimir Krsmanovic +3
Runtime monitoring has recently been proposed as a rigorous method for analyzing algorithmic fairness of autonomous decision systems used in critical scenarios such as credit lendi…
cs.LG2025
Stream-Based Monitoring of Algorithmic Fairness
Jan Baumeister, Bernd Finkbeiner, Frederik Scheerer +2
Automatic decision and prediction systems are increasingly deployed in applications where they significantly impact the livelihood of people, such as for predicting the creditworth…