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Continual Assurance of Learning-Enabled, Cyber-Physical Systems (LE-CPS)
Xenofon Koutsoukos
Xenofon Koutsoukos's Publications
Model-Based Design for CPS with Learning-Enabled Components
CPS Design with Learning-Enabled Components: A Case Study
Assurance monitoring of learning-enabled cyber-physical systems using inductive conformal prediction based on distance learning
Trusted confidence bounds for learning enabled cyber-physical systems
Improving prediction confidence in learning-enabled autonomous systems
Detection of Dataset Shifts in Learning-Enabled Cyber-Physical Systems using Variational Autoencoder for Regression