Ren-Ju Liu

When Temporal Perturbations Act Like Sensor Biases: Label-Free Auditing of Wearable Activity Recognizers

SpectrumAudit is introduced, a label-sealed audit that fits a phase-randomized full-window stimulus on calibration windows from subjects held out from training and testing that diagnoses offset versus zero-mean variation under a common peak-budget cap.