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Statistical Guarantees for Safe 2D Object Detection Post-processing
Can Conformal Prediction Obtain Meaningful Safety Guarantees for ML Models?
Logically Sound Arguments for the Effectiveness of ML Safety Measures
Statistical Property Testing for Generative Models
Deutsche Normungsroadmap Künstliche Intelligenz
Safeguarding Learning-based Control for Smart Energy Systems with Sampling Specifications
Formally Compensating Performance Limitations for Imprecise 2D Object Detection