Formal Verification of Input-Output Mappings of Tree Ensembles

10 May 2019John TörnblomSimin Nadjm-Tehrani

Recent advances in machine learning and artificial intelligence are now being considered in safety-critical autonomous systems where software defects may cause severe harm to humans and the environment. Design organizations in these domains are currently unable to provide convincing arguments that their systems are safe to operate when machine learning algorithms are used to implement their software... (read more)

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