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On testing machine learning programs

Published:2020-06 Issue: Volume:164 Page:110542
ISSN:0164-1212
Container-title:Journal of Systems and Software
language:en
Short-container-title:Journal of Systems and Software

Author:

Braiek Houssem Ben,Khomh Foutse

Publisher

Elsevier BV

Subject

Hardware and Architecture,Information Systems,Software

Reference69 articles.

1. Machine bias;Angwin;ProPublica, May,2016

2. Deepevolution: a search-based testing approach for deep neural networks;Ben Braiek,2019

3. Tfcheck: a tensorflow library for detecting training issues in neural network programs;Braiek,2019

4. Optimized pre-processing for discrimination prevention;Calmon,2017

5. Metamorphic testing: a new approach for generating next test cases;Chen,1998

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