Distribution Shift

Covariate shift/label shift/concept drift/feature change/label schema change taxonomy; degenerate feedback loops (mechanism, detection, correction via randomisation and positional features); detection methods (KS test, two-sample tests, feature validation, prediction monitoring, sliding vs cumulative statistics); proactive design; retraining strategies