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Algorithms For Verifying Deep Neural Networks
language: english
Publisher:
NOW PUBLISHERS INC, February of 2021 ‧
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SYNOPSIS
Explores a class of methods that are capable of formally verifying properties of deep neural networks. The book introduces a unified mathematical framework for verifying neural networks, classify existing methods under this framework, provide pedagogical implementations of existing methods, and compare those methods on a set of benchmark problems.
DETAILS
| Property | Description |
|---|---|
| ISBN: | 9781680837865 |
| Publisher: | NOW PUBLISHERS INC |
| Release Date: | February of 2021 |
| Language: | English |
| Dimensions: | 156 x 234 x 20 mm |
| Cover: | Softcover |
| Pages: | 176 |
| Format: | Book |
| Collection: | Foundations And Trends (R) In Optimization |
| Categories: |
Books in English
>
Engineering
>
Electricity and Energy
Books in English > Others |
| EAN: | 9781680837865 |
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