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Showing 1 to 2 of 2 for “"Machine Learning, Formal Methods"”.
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Provably reliable machine learning systems
Machine learning systems, which primarily use deep neural networks (DNNs), serve as critical components in safety-critical applications and compound AI systems. Despite their ubiquity, automated formal reasoning about their reliability has lagged significantly. Neural network verification is …
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Neural approaches to theorem search & proof repair
Submission original under an indefinite embargo labeled 'Open Access'. The submission was exported from vireo on 2025-02-04 without embargo terms