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09/21/2021
Computational Complexity of Quadratic Unconstrained Binary Optimization
In this paper, we study the computational complexity of the quadratic un...
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08/30/2021
The missing link: Developing a safety case for perception components in automated driving
Safety assurance is a central concern for the development and societal a...
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04/01/2019
Open Problems in Engineering Machine Learning Systems and the Quality Model
Fatal accidents are a major issue hindering the wide acceptance of safet...
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12/07/2018
Open Problems in Engineering and Quality Assurance of Safety Critical Machine Learning Systems
Fatal accidents are a major issue hindering the wide acceptance of safet...
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09/18/2018
Runtime Monitoring Neuron Activation Patterns
For using neural networks in safety critical domains, it is important to...
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09/18/2018
Runtime Monitoring Neural Activation Patterns
For using neural networks in safety critical domains, it is important to...
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06/06/2018
Towards Dependability Metrics for Neural Networks
Neural networks and other data engineered models are instrumental in dev...
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05/11/2018