Mahum Naseer
Orcid: 0000-0003-3096-9536
According to our database1,
Mahum Naseer
authored at least 9 papers
between 2020 and 2024.
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Book In proceedings Article PhD thesis Dataset OtherLinks
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Bibliography
2024
UnbiasedNets: a dataset diversification framework for robustness bias alleviation in neural networks.
Mach. Learn., May, 2024
2023
ACM Trans. Design Autom. Electr. Syst., November, 2023
Scaling Model Checking for DNN Analysis via State-Space Reduction and Input Segmentation (Extended Version).
CoRR, 2023
Poster: Link between Bias, Node Sensitivity and Long-Tail Distribution in trained DNNs.
Proceedings of the IEEE Conference on Software Testing, Verification and Validation, 2023
Scaling Model Checking for Neural Network Analysis via State-Space Reduction and Input Segmentation.
Proceedings of the 6th Workshop on Formal Methods for ML-Enabled Autonomous Systems, 2023
2022
Commun. ACM, 2022
2020
Robust Machine Learning Systems: Challenges, Current Trends, Perspectives, and the Road Ahead.
IEEE Des. Test, 2020
FANNet: Formal Analysis of Noise Tolerance, Training Bias and Input Sensitivity in Neural Networks.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020