101 citations
2 papers
cs.LG2022★ 101 cited
Detecting Shortcut Learning for Fair Medical AI using Shortcut Testing
Alexander Brown, Nenad Tomasev, Jan Freyberg +3
Machine learning (ML) holds great promise for improving healthcare, but it is critical to ensure that its use will not propagate or amplify health disparities. An important step is…
cond-mat.dis-nn2014★ 58 cited
Markers of criticality in phase synchronisation
Maria Botcharova, Simon F. Farmer, Luc Berthouze
The concept of the brain as a critical system is very attractive because systems close to criticality are thought to maximise their dynamic range of information processing and comm…