Testing machine learning algorithms for balanced data usage A Sharma, H Wehrheim 2019 12th IEEE conference on software testing, validation and verification …, 2019 | 37 | 2019 |
Higher income, larger loan? monotonicity testing of machine learning models A Sharma, H Wehrheim Proceedings of the 29th ACM SIGSOFT International Symposium on Software …, 2020 | 30 | 2020 |
Automatic fairness testing of machine learning models A Sharma, H Wehrheim Testing Software and Systems: 32nd IFIP WG 6.1 International Conference …, 2020 | 11 | 2020 |
Specifying and analyzing virtual network services using queuing petri nets S Schneider, A Sharma, H Karl, H Wehrheim 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM …, 2019 | 11 | 2019 |
MLCheck–property-driven testing of machine learning classifiers A Sharma, C Demir, ACN Ngomo, H Wehrheim 2021 20th IEEE International Conference on Machine Learning and Applications …, 2021 | 8 | 2021 |
Property-driven testing of black-box functions A Sharma, V Melnikov, E Hüllermeier, H Wehrheim Proceedings of the IEEE/ACM 10th International Conference on Formal Methods …, 2022 | 5 | 2022 |
Property-driven black-box testing of numeric functions A Sharma, V Melnikov, E Hüllermeier, H Wehrheim Gesellschaft für Informatik eV, 2023 | 1 | 2023 |
Performance Evaluation of Knowledge Graph Embedding Approaches under Non-adversarial Attacks S Kapoor, A Sharma, M Röder, C Demir, ACN Ngomo arXiv preprint arXiv:2407.06855, 2024 | | 2024 |
Adaptive Stochastic Weight Averaging C Demir, A Sharma, ACN Ngomo arXiv preprint arXiv:2406.19092, 2024 | | 2024 |
EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams D Leite, A Silva, G Casalino, A Sharma, D Fortunato, AC Ngomo arXiv preprint arXiv:2402.17792, 2024 | | 2024 |
Testing Balancedness of ML Algorithms A Sharma, H Wehrheim Gesellschaft für Informatik eV, 2019 | | 2019 |
Subproject B3: Composition Analysis in Unknown Contexts M Becker, S Becker, E Hüllermeier, C Richter, A Sharma, H Wehrheim | | |