Arnab Sharma, M.Tech
| Address: | Arnab Sharma Paderborn University Faculty of Electrical Engineering, Computer Science and Mathematics Warburger Str. 100 D-33098 Paderborn, Germany |
| Office: | O4.131 |
| Phone: | +49 (0) 5251-60-5388 |
| Fax: | +49 (0) 5251-60-3993 |
Email: | arnab.sharma(at)uni-paderborn.de |
| Secretary: | Elisabeth Schlatt Phone: +49 (0) 5251-60-3764 Email: schlatt(at)mail.upb.de Office: O4.125 |
Teaching
| WS 2017/18 | Seminar: Software Transactional Memory | |
| SS 2018 | Seminar: Selected topics in Software Analysis | |
| WS 2018/19 | Seminar: Software Testing | |
| WS 2018/19 | Software Engineering 1 (pre-masters Java programming) | |
| WS 2019/20 | Seminar: Software Testing | |
| SS 2020 | Model Checking | |
| SS 2020 | Seminar: Advanced Techniques in Software Analysis | |
| WS 2020/21 | Seminar: Advanced Techniques in Software Analysis |
Publications
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.
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.
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.
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.
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.
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.
MLCheck- Property-Driven Testing of Machine Learning Models
A. Sharma, C. Demir, A.-C. Ngonga Ngomo, H. Wehrheim, CoRR abs/2105.00741 (2021).
MLCHECK–Property-Driven Testing of Machine Learning Classifiers
A. Sharma, C. Demir, A.-C. Ngonga Ngomo, H. Wehrheim, in: Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA), IEEE, n.d.
Property-Driven Testing of Black-Box Functions
A. Sharma, V. Melnikov, E. Hüllermeier, H. Wehrheim, in: Proceedings of the 10th IEEE/ACM International Conference on Formal Methods in Software Engineering (FormaliSE), IEEE, 2022, pp. 113–123.
Composition Analysis in Unknown Contexts
Alle Publikationen anzeigen
H. Wehrheim, E. Hüllermeier, S. Becker, M. Becker, C. Richter, A. Sharma, 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, Heinz Nixdorf Institut, Universität Paderborn, Paderborn, 2023, pp. 105–123.