Conditional validity of quantum event classifiers under collider systematics and quantum estimation uncertainty

Roberto Fernández-Barrios, Iker Pastor-López, Asier González-Santocildes +1

Claims about a deployed quantum machine-learning classifier can fail when target data shift or when finite-shot quantum evaluation randomizes the model itself. We develop an inform…