Dr. Arnab Sharma

Data Science / Heinz Nixdorf Institute

Technical Employee - PostDoc

Office Address:
Technologiepark 6
33100 Paderborn
Room:
TP6.3.109

Publications

Latest Publications

Composition Analysis in Unknown Contexts

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.


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.


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.


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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