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Wanwei Liu

Credit Assignment for Trained Neural Networks Based on Koopman Operator Theory

Dec 02, 2022
Zhen Liang, Changyuan Zhao, Wanwei Liu, Bai Xue, Wenjing Yang, Zhengbin Pang

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* 9 pages, 4 figures

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Safety Verification for Neural Networks Based on Set-boundary Analysis

Oct 09, 2022
Zhen Liang, Dejin Ren, Wanwei Liu, Ji Wang, Wenjing Yang, Bai Xue

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* 19 pages, 7 figures

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On the Properties of Kullback-Leibler Divergence Between Gaussians

Feb 24, 2021
Yufeng Zhang, Wanwei Liu, Zhenbang Chen, Kenli Li, Ji Wang

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* arXiv admin note: text overlap with arXiv:2002.03328

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