Calibrated Prediction Set in Fault Detection with Risk Guarantees via Significance Tests

Mingchen Mei, Yi Li, YiYao Qian +1

Fault detection is crucial for ensuring the safety and reliability of modern industrial systems. However, a significant scientific challenge is the lack of rigorous risk control an…