10 Publications

Mark all

[10]
2022 | Conference Paper | LibreCat-ID: 32311
@inproceedings{Sharma_Melnikov_Hüllermeier_Wehrheim_2022, title={Property-Driven Testing of Black-Box Functions}, booktitle={Proceedings of the 10th IEEE/ACM International Conference on Formal Methods in Software Engineering (FormaliSE)}, publisher={IEEE}, author={Sharma, Arnab and Melnikov, Vitaly and Hüllermeier, Eyke and Wehrheim, Heike}, year={2022}, pages={113–123} }
LibreCat
 
[9]
2021 | Journal Article | LibreCat-ID: 25213
@article{Sharma_Demir_Ngonga Ngomo_Wehrheim_2021, title={MLCheck- Property-Driven Testing of Machine Learning Models}, volume={abs/2105.00741}, journal={CoRR}, author={Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille and Wehrheim, Heike}, year={2021} }
LibreCat
 
[8]
2021 | Conference Paper | LibreCat-ID: 28350
@inproceedings{Sharma_Demir_Ngonga Ngomo_Wehrheim, title={MLCHECK–Property-Driven Testing of Machine Learning Classifiers}, booktitle={Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA)}, publisher={IEEE}, author={Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille and Wehrheim, Heike} }
LibreCat
 
[7]
2020 | Conference Paper | LibreCat-ID: 19656
@inproceedings{Sharma_Wehrheim, series={LNCS}, title={Automatic Fairness Testing of Machine Learning Models}, booktitle={Proceedings of the 32th IFIP International Conference on Testing Software and Systems (ICTSS)}, publisher={Springer}, author={Sharma, Arnab and Wehrheim, Heike}, collection={LNCS} }
LibreCat
 
[6]
2020 | Journal Article | LibreCat-ID: 20279
@article{Sharma_Wehrheim_2020, title={Testing Monotonicity of Machine Learning Models}, volume={abs/2002.12278}, journal={CoRR}, author={Sharma, Arnab and Wehrheim, Heike}, year={2020} }
LibreCat
 
[5]
2020 | Conference Paper | LibreCat-ID: 16724
@inproceedings{Sharma_Wehrheim, title={Higher Income, Larger Loan? Monotonicity Testing of Machine Learning Models}, booktitle={Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA).}, publisher={ACM}, author={Sharma, Arnab and Wehrheim, Heike} }
LibreCat
 
[4]
2019 | Conference Paper | LibreCat-ID: 3287 | OA
@inproceedings{Schneider_Sharma_Karl_Wehrheim_2019, place={Washington, DC, USA}, title={Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets}, booktitle={2019 IFIP/IEEE International Symposium on Integrated Network Management (IM)}, publisher={IFIP}, author={Schneider, Stefan Balthasar and Sharma, Arnab and Karl, Holger and Wehrheim, Heike}, year={2019}, pages={116--124} }
LibreCat | Files available | Download (ext.)
 
[3]
2019 | Conference Abstract | LibreCat-ID: 7752
@inproceedings{Sharma_Wehrheim_2019, place={Stuttgart}, series={Lecture Notes in Informatics (LNI)}, title={Testing Balancedness of ML Algorithms}, volume={P-292}, booktitle={Proceedings of the Software Engineering Conference (SE)}, publisher={Gesellschaft für Informatik e.V. (GI)}, author={Sharma, Arnab and Wehrheim, Heike}, year={2019}, pages={157–158}, collection={Lecture Notes in Informatics (LNI)} }
LibreCat
 
[2]
2019 | Conference Paper | LibreCat-ID: 7635
@inproceedings{Sharma_Wehrheim_2019, place={Xi’an, China}, title={Testing Machine Learning Algorithms for Balanced Data Usage}, booktitle={IEEE International Conference on Software Testing, Verification and Validation (ICST)}, publisher={IEEE}, author={Sharma, Arnab and Wehrheim, Heike}, year={2019}, pages={125--135} }
LibreCat | Files available
 
[1]
2019 | Conference Paper | LibreCat-ID: 10094
@inproceedings{Sharma_Wehrheim_2019, series={{LNI}}, title={Testing Balancedness of ML Algorithms}, volume={{P-292}}, DOI={10.18420/se2019-48}, booktitle={Software Engineering and Software Management, {SE/SWM} 2019, Stuttgart, Germany, February 18-22, 2019}, publisher={{GI}}, author={Sharma, Arnab and Wehrheim, Heike}, editor={Becker, Steffen and Bogicevic, Ivan and Herzwurm, Georg and Wagner, StefanEditors}, year={2019}, pages={157–158}, collection={{LNI}} }
LibreCat | DOI
 

Search

Filter Publications

Display / Sort

Citation Style: BibTeX

Export / Embed

10 Publications

Mark all

[10]
2022 | Conference Paper | LibreCat-ID: 32311
@inproceedings{Sharma_Melnikov_Hüllermeier_Wehrheim_2022, title={Property-Driven Testing of Black-Box Functions}, booktitle={Proceedings of the 10th IEEE/ACM International Conference on Formal Methods in Software Engineering (FormaliSE)}, publisher={IEEE}, author={Sharma, Arnab and Melnikov, Vitaly and Hüllermeier, Eyke and Wehrheim, Heike}, year={2022}, pages={113–123} }
LibreCat
 
[9]
2021 | Journal Article | LibreCat-ID: 25213
@article{Sharma_Demir_Ngonga Ngomo_Wehrheim_2021, title={MLCheck- Property-Driven Testing of Machine Learning Models}, volume={abs/2105.00741}, journal={CoRR}, author={Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille and Wehrheim, Heike}, year={2021} }
LibreCat
 
[8]
2021 | Conference Paper | LibreCat-ID: 28350
@inproceedings{Sharma_Demir_Ngonga Ngomo_Wehrheim, title={MLCHECK–Property-Driven Testing of Machine Learning Classifiers}, booktitle={Proceedings of the 20th IEEE International Conference on Machine Learning and Applications (ICMLA)}, publisher={IEEE}, author={Sharma, Arnab and Demir, Caglar and Ngonga Ngomo, Axel-Cyrille and Wehrheim, Heike} }
LibreCat
 
[7]
2020 | Conference Paper | LibreCat-ID: 19656
@inproceedings{Sharma_Wehrheim, series={LNCS}, title={Automatic Fairness Testing of Machine Learning Models}, booktitle={Proceedings of the 32th IFIP International Conference on Testing Software and Systems (ICTSS)}, publisher={Springer}, author={Sharma, Arnab and Wehrheim, Heike}, collection={LNCS} }
LibreCat
 
[6]
2020 | Journal Article | LibreCat-ID: 20279
@article{Sharma_Wehrheim_2020, title={Testing Monotonicity of Machine Learning Models}, volume={abs/2002.12278}, journal={CoRR}, author={Sharma, Arnab and Wehrheim, Heike}, year={2020} }
LibreCat
 
[5]
2020 | Conference Paper | LibreCat-ID: 16724
@inproceedings{Sharma_Wehrheim, title={Higher Income, Larger Loan? Monotonicity Testing of Machine Learning Models}, booktitle={Proceedings of the ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA).}, publisher={ACM}, author={Sharma, Arnab and Wehrheim, Heike} }
LibreCat
 
[4]
2019 | Conference Paper | LibreCat-ID: 3287 | OA
@inproceedings{Schneider_Sharma_Karl_Wehrheim_2019, place={Washington, DC, USA}, title={Specifying and Analyzing Virtual Network Services Using Queuing Petri Nets}, booktitle={2019 IFIP/IEEE International Symposium on Integrated Network Management (IM)}, publisher={IFIP}, author={Schneider, Stefan Balthasar and Sharma, Arnab and Karl, Holger and Wehrheim, Heike}, year={2019}, pages={116--124} }
LibreCat | Files available | Download (ext.)
 
[3]
2019 | Conference Abstract | LibreCat-ID: 7752
@inproceedings{Sharma_Wehrheim_2019, place={Stuttgart}, series={Lecture Notes in Informatics (LNI)}, title={Testing Balancedness of ML Algorithms}, volume={P-292}, booktitle={Proceedings of the Software Engineering Conference (SE)}, publisher={Gesellschaft für Informatik e.V. (GI)}, author={Sharma, Arnab and Wehrheim, Heike}, year={2019}, pages={157–158}, collection={Lecture Notes in Informatics (LNI)} }
LibreCat
 
[2]
2019 | Conference Paper | LibreCat-ID: 7635
@inproceedings{Sharma_Wehrheim_2019, place={Xi’an, China}, title={Testing Machine Learning Algorithms for Balanced Data Usage}, booktitle={IEEE International Conference on Software Testing, Verification and Validation (ICST)}, publisher={IEEE}, author={Sharma, Arnab and Wehrheim, Heike}, year={2019}, pages={125--135} }
LibreCat | Files available
 
[1]
2019 | Conference Paper | LibreCat-ID: 10094
@inproceedings{Sharma_Wehrheim_2019, series={{LNI}}, title={Testing Balancedness of ML Algorithms}, volume={{P-292}}, DOI={10.18420/se2019-48}, booktitle={Software Engineering and Software Management, {SE/SWM} 2019, Stuttgart, Germany, February 18-22, 2019}, publisher={{GI}}, author={Sharma, Arnab and Wehrheim, Heike}, editor={Becker, Steffen and Bogicevic, Ivan and Herzwurm, Georg and Wagner, StefanEditors}, year={2019}, pages={157–158}, collection={{LNI}} }
LibreCat | DOI
 

Search

Filter Publications

Display / Sort

Citation Style: BibTeX

Export / Embed