Author

Kota Fukuda

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Preprint Aug 2026

Branch and Bound for Relational Verification of Neural Networks

A branch-and-bound framework to mitigate the issue of verifying relational specifications against relational specifications, which iteratively splits the problem until all sub-problems are verified, and devise a relational neuron selection strategy based on the dual formulation of the verification problem.

Kota Fukuda, Zhenya Zhang, Guanqin Zhang et al. · 0 citations