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11 Publications
2019 | Conference Paper | LibreCat-ID: 3287 | 
Schneider, S. B., Sharma, A., Karl, H., & Wehrheim, H. (2019). Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets. In 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM) (pp. 116--124). Washington, DC, USA: IFIP.
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2019 | Conference Abstract | LibreCat-ID: 7752
Sharma, A., & Wehrheim, H. (2019). Testing Balancedness of ML Algorithms. In Proceedings of the Software Engineering Conference (SE) (Vol. P-292, pp. 157–158). Stuttgart: Gesellschaft für Informatik e.V. (GI).
LibreCat
2019 | Conference Paper | LibreCat-ID: 7635
Sharma, A., & Wehrheim, H. (2019). Testing Machine Learning Algorithms for Balanced Data Usage. In IEEE International Conference on Software Testing, Verification and Validation (ICST) (pp. 125--135). Xi’an, China: IEEE.
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2019 | Conference Paper | LibreCat-ID: 10094
Sharma, A., & Wehrheim, H. (2019). Testing Balancedness of ML Algorithms. In S. Becker, I. Bogicevic, G. Herzwurm, & S. Wagner (Eds.), Software Engineering and Software Management, {SE/SWM} 2019, Stuttgart, Germany, February 18-22, 2019 (Vol. {P-292}, pp. 157–158). {GI}. https://doi.org/10.18420/se2019-48
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2020 | Conference Paper | LibreCat-ID: 19656
Sharma, A., & Wehrheim, H. (n.d.). Automatic Fairness Testing of Machine Learning Models. In Proceedings of the 32th IFIP International Conference on Testing Software and Systems (ICTSS). Springer.
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2020 | Journal Article | LibreCat-ID: 20279
Sharma, A., & Wehrheim, H. (2020). Testing Monotonicity of Machine Learning Models. CoRR, abs/2002.12278.
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2020 | Conference Paper | LibreCat-ID: 16724
Sharma, A., & Wehrheim, H. (n.d.). Higher Income, Larger Loan? Monotonicity Testing of Machine Learning Models. In Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA). ACM.
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2021 | Journal Article | LibreCat-ID: 25213
Sharma, A., Demir, C., Ngonga Ngomo, A.-C., & Wehrheim, H. (2021). MLCheck- Property-Driven Testing of Machine Learning Models. CoRR, abs/2105.00741.
LibreCat
2021 | Conference Paper | LibreCat-ID: 28350
Sharma, A., Demir, C., Ngonga Ngomo, A.-C., & Wehrheim, H. (n.d.). MLCHECK–Property-Driven Testing of Machine Learning Classifiers. Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA).
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2022 | Conference Paper | LibreCat-ID: 32311
Sharma, A., Melnikov, V., Hüllermeier, E., & Wehrheim, H. (2022). Property-Driven Testing of Black-Box Functions. Proceedings of the 10th IEEE/ACM International Conference on Formal Methods in Software Engineering (FormaliSE), 113–123.
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2023 | Book Chapter | LibreCat-ID: 45886 |
Wehrheim, H., Hüllermeier, E., Becker, S., Becker, M., Richter, C., & Sharma, A. (2023). Composition Analysis in Unknown Contexts. In C.-J. Haake, F. Meyer auf der Heide, M. Platzner, H. Wachsmuth, & H. Wehrheim (Eds.), On-The-Fly Computing -- Individualized IT-services in dynamic markets (Vol. 412, pp. 105–123). Heinz Nixdorf Institut, Universität Paderborn. https://doi.org/10.5281/zenodo.8068510
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