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What's the different between crown_adaptive_bound and crown_general_bound #4

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nbdyn opened this issue Oct 25, 2022 · 2 comments
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@nbdyn
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nbdyn commented Oct 25, 2022

Can you tell me in which article I can see the details of the crown_adaptive_bound

@huanzhang12
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huanzhang12 commented Oct 25, 2022

@nbdyn The adaptive method is originally proposed in https://arxiv.org/pdf/1811.00866.pdf (page 6, last paragraph).

Note that this repo contains the original CROWN algorithm has been improved in a series of works. You can find other relevant papers here: https://github.com/Verified-Intelligence/alpha-beta-CROWN#publications

The code in this repo is very outdated. For any experimental comparisons you should use the auto_LiRPA library instead.

@nbdyn
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nbdyn commented Oct 26, 2022

Thank you for your reply!

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