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11 Publications
2020 | Journal Article | LibreCat-ID: 20279
Testing Monotonicity of Machine Learning Models
A. Sharma, H. Wehrheim, CoRR abs/2002.12278 (2020).
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A. Sharma, H. Wehrheim, CoRR abs/2002.12278 (2020).
2020 | Conference Paper | LibreCat-ID: 16724
Higher Income, Larger Loan? Monotonicity Testing of Machine Learning Models
A. Sharma, H. Wehrheim, in: Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA)., ACM, n.d.
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A. Sharma, H. Wehrheim, in: Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA)., ACM, n.d.
2019 | Conference Paper | LibreCat-ID: 3287 | 
Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets
S.B. Schneider, A. Sharma, H. Karl, H. Wehrheim, in: 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM), IFIP, Washington, DC, USA, 2019, pp. 116--124.
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S.B. Schneider, A. Sharma, H. Karl, H. Wehrheim, in: 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM), IFIP, Washington, DC, USA, 2019, pp. 116--124.
2019 | Conference Abstract | LibreCat-ID: 7752
Testing Balancedness of ML Algorithms
A. Sharma, H. Wehrheim, in: Proceedings of the Software Engineering Conference (SE), Gesellschaft für Informatik e.V. (GI), Stuttgart, 2019, pp. 157–158.
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A. Sharma, H. Wehrheim, in: Proceedings of the Software Engineering Conference (SE), Gesellschaft für Informatik e.V. (GI), Stuttgart, 2019, pp. 157–158.
2019 | Conference Paper | LibreCat-ID: 7635
Testing Machine Learning Algorithms for Balanced Data Usage
A. Sharma, H. Wehrheim, in: IEEE International Conference on Software Testing, Verification and Validation (ICST), IEEE, Xi’an, China, 2019, pp. 125--135.
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A. Sharma, H. Wehrheim, in: IEEE International Conference on Software Testing, Verification and Validation (ICST), IEEE, Xi’an, China, 2019, pp. 125--135.