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10/07/2021
Reliable Probability Intervals For Classification Using Inductive Venn Predictors Based on Distance Learning
Deep neural networks are frequently used by autonomous systems for their...
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10/07/2021
Improving Prediction Confidence in Learning-Enabled Autonomous Systems
Autonomous systems use extensively learning-enabled components such as d...
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10/07/2021
Assurance Monitoring of Learning Enabled Cyber-Physical Systems Using Inductive Conformal Prediction based on Distance Learning
Machine learning components such as deep neural networks are used extens...
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Trusted Confidence Bounds for Learning Enabled Cyber-Physical Systems
Cyber-physical systems (CPS) can benefit by the use of learning enabled ...
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