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Max West
Max West
Otros nombresMaxwell West
Dirección de correo verificada de student.unimelb.edu.au
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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
462023
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
412023
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
382023
Reflection equivariant quantum neural networks for enhanced image classification
MT West, M Sevior, M Usman
Machine Learning: Science and Technology 4 (3), 035027, 2023
292023
Provably trainable rotationally equivariant quantum machine learning
MT West, J Heredge, M Sevior, M Usman
PRX Quantum 5 (3), 030320, 2024
192024
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
122023
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
92023
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
52024
Non-Unitary Quantum Machine Learning
J Heredge, M West, L Hollenberg, M Sevior
arXiv preprint arXiv:2405.17388, 2024
42024
Random ensembles of symplectic and unitary states are indistinguishable
M West, AA Mele, M Larocca, M Cerezo
arXiv preprint arXiv:2409.16500, 2024
32024
Real classical shadows
M West, AA Mele, M Larocca, M Cerezo
arXiv preprint arXiv:2410.23481, 2024
22024
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
22022
Influence of sample momentum space features on scanning tunnelling microscope measurements
MT West, M Usman
Nanoscale 13 (38), 16070-16076, 2021
22021
Stabilizer Tensor Networks with Magic State Injection
AC Nakhl, B Harper, M West, N Dowling, M Sevior, T Quella, M Usman
arXiv preprint arXiv:2411.12482, 2024
12024
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