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Ioannis Sorokos

Scope Compliance Uncertainty Estimate

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Dec 17, 2023
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Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local Explanations

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Nov 13, 2023
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SafeDrones: Real-Time Reliability Evaluation of UAVs using Executable Digital Dependable Identities

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Jul 12, 2022
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Keep your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring

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Jul 11, 2022
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StaDRe and StaDRo: Reliability and Robustness Estimation of ML-based Forecasting using Statistical Distance Measures

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Jun 17, 2022
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SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference Measure

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May 27, 2020
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