Personal profile
Biography
I received my MMATH degree from the University of Manchester in 2020. I began my PhD in 2021 at the department of computer science, also at the University of Manchester. My research focus lies within computer vision. In particular, I am interested in improving the adversarial robustness of state of the art deep neural networks.
Education/Academic qualification
Master of Mathematics, MMATH, The University of Manchester
19 Sept 2016 → 15 Jul 2020
Award Date: 15 Jul 2020
Keywords
- Mathematics
- Machine learning
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Research output
- 1 Article
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Adapting Data-Driven Techniques to Improve Surrogate Machine Learning Model Performance
Rhys jones, H., Popescu, A. C., Sulehman, Y. & Mu, T., 14 Mar 2023, In: IEEE Access. 11, p. 23909-23925Research output: Contribution to journal › Article › peer-review
Open AccessFile151 Downloads (Pure)
Thesis
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IMPROVING THE SCALABILITY OF LIPSCHITZ ESTIMATION FOR CONVOLUTIONAL NEURAL NETWORKS
Sulehman, Y. (Author), Shapiro, J. (Co Supervisor) & Mu, T. (Main Supervisor), 2 Oct 2025Student thesis: Phd
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