Titlebook: Machine Learning Safety; Xiaowei Huang,Gaojie Jin,Wenjie Ruan Textbook 2023 The Editor(s) (if applicable) and The Author(s), under exclusi

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Testing Techniquese soundness and completeness required by the mathematical proof result in the scalability problem that verification algorithms can only work with either small models (e.g., the MILP-based method as in Sect. .) or limited number of input dimensions (e.g., the reachability analysis as in Sect. .). In

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https://doi.org/10.1007/978-981-19-6814-3Deep Learning; Machine Learning; Safety; Reliability; Robustness