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8 Publications


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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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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2019 | Conference Paper | LibreCat-ID: 10094
Testing Balancedness of ML Algorithms
A. Sharma, H. Wehrheim, in: S. Becker, I. Bogicevic, G. Herzwurm, S. Wagner (Eds.), Software Engineering and Software Management, {SE/SWM} 2019, Stuttgart, Germany, February 18-22, 2019, {GI}, 2019, pp. 157–158.
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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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2020 | Conference Paper | LibreCat-ID: 19656
Automatic Fairness Testing of Machine Learning Models
A. Sharma, H. Wehrheim, in: Proceedings of the 32th IFIP International Conference on Testing Software and Systems (ICTSS), Springer, n.d.
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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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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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2021 | Journal Article | LibreCat-ID: 25213
MLCheck- Property-Driven Testing of Machine Learning Models
A. Sharma, C. Demir, A.-C. Ngonga Ngomo, H. Wehrheim, CoRR abs/2105.00741 (2021).
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