Neural Network Verification with Branch-and-Bound for General Nonlinearities
Paper
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2405.21063
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Published
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Benchmarks in GenBaB
This repository contains benchmarks used in GenBaB proposed in the following paper:
Zhouxing Shi*, Qirui Jin*, Zico Kolter, Suman Jana, Cho-Jui Hsieh, Huan Zhang. Neural Network Verification with Branch-and-Bound for General Nonlinearities. To appear in TACAS 2025. (*Equal contribution)
Acknowledgement
ml4acopfwas generated from AI4OPT/ml4acopf_benchmark.eranwas from ERAN.
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