Scalable verification of quantized neural networks

Formal verification of neural networks is an active topic of research, and recent advances have significantly increased the size of the networks that verification tools can handle. However, most methods are designed for verification of an idealized model of the actual network which works over real a...

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Main Authors: HENZINGER, Thomas A., LECHNER, Mathias, ZIKELIC, Dorde
格式: text
語言:English
出版: Institutional Knowledge at Singapore Management University 2021
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在線閱讀:https://ink.library.smu.edu.sg/sis_research/9074
https://ink.library.smu.edu.sg/context/sis_research/article/10077/viewcontent/16496_Article_Text_19990_1_2_20210518.pdf
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