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A Sequential Framework Towards an Exact SDP ...
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由 Z Ma 著作2020被引用 10 次 — Abstract page for arXiv paper 2010.08603: A Sequential Framework Towards an Exact SDP Verification of Neural Networks.
A Sequential Framework Towards an Exact SDP ...
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由 Z Ma 著作2021被引用 10 次 — A number of techniques based on convex optimization have been proposed in the literature to study the robustness of neural networks, and the semidefinite ...
A Sequential Framework Towards an Exact SDP ...
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We analyze the performance of this sequential SDP method both theoretically and empirically, and show that it bridges the gap as the number of cuts increases.
A Sequential Framework Towards an Exact SDP Verification of ...
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A Sequential Framework Towards an Exact SDP Verification of Neural Networks ; ISBN (electronic), 978-1-6654-2099-0 ; Publication status, Published - Oct 2021.
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This work develops a sequential framework to shrink this gap to zero by adding non-convex cuts to the optimization problem via disjunctive programming and ...
A Sequential Framework Towards an Exact SDP ...
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(2021b) develops a parallelizable bound propagation method that optimizes over partitioning parameters leading to state-of-the-art certification results, ...
A Sequential Framework Towards an Exact SDP ...
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A Sequential Framework Towards an Exact SDP Verification of Neural Networks. IEEE Entry. Share on. Twitter Facebook LinkedIn Previous Next.
Ziye Ma
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A sequential framework towards an exact SDP verification of neural networks ... Safety verification and robustness analysis of neural networks. B Anderson ...
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A Sequential Framework Towards an Exact SDP Verification of Neural Networks NSTL国家科技图书文献中心. Ziye Ma | Somayeh Sojoudi - 《2021 IEEE 8th ...
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A Sequential Framework Towards an Exact SDP Verification of Neural Networks · Ziye Ma, Somayeh Sojoudi. Published: 31 Dec 2020, Last Modified: 12 May 2023; DSAA ...
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