Abstract: This paper proposes a novel adaptive fast variational sparse Gaussian process (AFVSGP) framework to ensure real-time safety for high-order systems under model uncertainties and dynamic ...

Abstract: As system designers are transitioning to the usage of pre-existing software architectural elements to reduce time-to-market and costs, they face challenges in safety-critical applications.