Maxwell T. West

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

S. Tsang, Maxwell T. West, Sarah Erfani et al. · IEEE Transactions on Quantum Engineering · 2023 · 82 citations · Full text

Engineering, Machine Learning, Quantum Generator Size +18

Towards quantum enhanced adversarial robustness in machine learning

Maxwell T. West, S. Tsang, Jia Shun Low et al. · Nature Machine Intelligence · 2023 · 61 citations · Full text

Quantum Science, Engineering, Quantum Computing +5

Benchmarking adversarially robust quantum machine learning at scale

Maxwell T. West, Sarah Erfani, Christopher Leckie et al. · Physical Review Research · 2023 · 48 citations · Full text

Reflection equivariant quantum neural networks for enhanced image classification

Maxwell T. West, M. E. Sevior, Muhammad Usman · Machine Learning Science and Technology · 2023 · 41 citations · Full text

Quantum Science, Geometric Learning, Image Classification +15

Provably Trainable Rotationally Equivariant Quantum Machine Learning

Maxwell T. West, Jamie Heredge, M. E. Sevior et al. · PRX Quantum · 2024 · 28 citations · Full text

Spectral Theory, Quantum Science, Rotational Symmetry +14