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11 Publications
2020 | Journal Article | LibreCat-ID: 20279
Sharma A, Wehrheim H. Testing Monotonicity of Machine Learning Models. CoRR. 2020;abs/2002.12278.
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2020 | Conference Paper | LibreCat-ID: 16724
Sharma A, Wehrheim H. 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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2019 | Conference Paper | LibreCat-ID: 3287 | 
Schneider SB, Sharma A, Karl H, Wehrheim H. Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets. In: 2019 IFIP/IEEE International Symposium on Integrated Network Management (IM). Washington, DC, USA: IFIP; 2019:116--124.
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2019 | Conference Abstract | LibreCat-ID: 7752
Sharma A, Wehrheim H. Testing Balancedness of ML Algorithms. In: Proceedings of the Software Engineering Conference (SE). Vol P-292. Lecture Notes in Informatics (LNI). Stuttgart: Gesellschaft für Informatik e.V. (GI); 2019:157-158.
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2019 | Conference Paper | LibreCat-ID: 7635
Sharma A, Wehrheim H. Testing Machine Learning Algorithms for Balanced Data Usage. In: IEEE International Conference on Software Testing, Verification and Validation (ICST). Xi’an, China: IEEE; 2019:125--135.
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2019 | Conference Paper | LibreCat-ID: 10094
Sharma A, Wehrheim H. Testing Balancedness of ML Algorithms. In: Becker S, Bogicevic I, Herzwurm G, Wagner S, eds. Software Engineering and Software Management, {SE/SWM} 2019, Stuttgart, Germany, February 18-22, 2019. Vol {P-292}. {LNI}. {GI}; 2019:157-158. doi:10.18420/se2019-48
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