Towards quantum enhanced adversarial robustness in machine learning MT West, SL Tsang, JS Low, CD Hill, C Leckie, LCL Hollenberg, ... Nature Machine Intelligence 5 (6), 581-589, 2023 | 28 | 2023 |
Benchmarking adversarially robust quantum machine learning at scale MT West, SM Erfani, C Leckie, M Sevior, LCL Hollenberg, M Usman Physical Review Research 5 (2), 023186, 2023 | 26 | 2023 |
Hybrid quantum-classical generative adversarial network for high resolution image generation SL Tsang, MT West, SM Erfani, M Usman IEEE Transactions on Quantum Engineering, 2023 | 24 | 2023 |
Reflection equivariant quantum neural networks for enhanced image classification MT West, M Sevior, M Usman Machine Learning: Science and Technology 4 (3), 035027, 2023 | 21 | 2023 |
Provably trainable rotationally equivariant quantum machine learning MT West, J Heredge, M Sevior, M Usman arXiv preprint arXiv:2311.05873, 2023 | 11 | 2023 |
Boosted Ensembles of Qubit and Continuous Variable Quantum Support Vector Machines for B Meson Flavor Tagging MT West, M Sevior, M Usman Advanced Quantum Technologies 6 (10), 2300130, 2023 | 5 | 2023 |
Drastic circuit depth reductions with preserved adversarial robustness by approximate encoding for quantum machine learning MT West, AC Nakhl, J Heredge, FM Creevey, LCL Hollenberg, M Sevior, ... arXiv preprint arXiv:2309.09424, 2023 | 4 | 2023 |
Adversarial Robustness Guarantees for Quantum Classifiers N Dowling, MT West, A Southwell, AC Nakhl, M Sevior, M Usman, K Modi arXiv preprint arXiv:2405.10360, 2024 | 2 | 2024 |
Framework for Donor-Qubit Spatial Metrology in Silicon with Depths Approaching the Bulk Limit MT West, M Usman Physical Review Applied 17 (2), 024070, 2022 | 2 | 2022 |
Influence of sample momentum space features on scanning tunnelling microscope measurements MT West, M Usman Nanoscale 13 (38), 16070-16076, 2021 | 2 | 2021 |
Non-Unitary Quantum Machine Learning J Heredge, M West, L Hollenberg, M Sevior arXiv preprint arXiv:2405.17388, 2024 | 1 | 2024 |