Maxwell T. West

According to our database, Maxwell T. West authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Drastic Circuit Depth Reductions with Preserved Adversarial Robustness by Approximate Encoding for Quantum Machine Learning.

Maxwell T. West, Azar C. Nakhl, Jamie Heredge, Floyd M. Creevey, Lloyd C. L. Hollenberg, Martin Sevior, Muhammad Usman

Intell. Comput., 2024

Adversarial Robustness Guarantees for Quantum Classifiers.

Neil Dowling, Maxwell T. West, Angus Southwell, Azar C. Nakhl, Martin Sevior, Muhammad Usman, Kavan Modi

CoRR, 2024

2023

Reflection equivariant quantum neural networks for enhanced image classification.

Maxwell T. West, Martin Sevior, Muhammad Usman

Mach. Learn. Sci. Technol., September, 2023

Towards quantum enhanced adversarial robustness in machine learning.

Maxwell T. West, Shu Lok Tsang, Jia Shun Low, Charles D. Hill, Christopher Leckie, Lloyd C. L. Hollenberg, Sarah M. Erfani, Muhammad Usman

Nat. Mac. Intell., June, 2023

2022

Hybrid Quantum-Classical Generative Adversarial Network for High Resolution Image Generation.

Shu Lok Tsang, Maxwell T. West, Sarah M. Erfani, Muhammad Usman

CoRR, 2022

Benchmarking Adversarially Robust Quantum Machine Learning at Scale.

Maxwell T. West, Sarah M. Erfani, Christopher Leckie, Martin Sevior, Lloyd C. L. Hollenberg, Muhammad Usman

CoRR, 2022