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Potential-based Credit Assignment for Cooperative RL-based Testing of Autonomous Vehicles
Sensing and Machine Learning for Automotive Perception: A Review
Selected Challenges in ML Safety for Railway
Statistical Guarantees for Safe 2D Object Detection Post-processing
Safeguarding Learning-based Control for Smart Energy Systems with Sampling Specifications
Formally Compensating Performance Limitations for Imprecise 2D Object Detection
Are Transformers More Robust? Towards Exact Robustness Verification for Transformers
Can Conformal Prediction Obtain Meaningful Safety Guarantees for ML Models?
Logically Sound Arguments for the Effectiveness of ML Safety Measures