109 citations · 395 across the 8 of their papers we have counts for
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quant-ph2022★ 50 cited
Reflection Equivariant Quantum Neural Networks for Enhanced Image Classification
Maxwell T. West, Martin Sevior, Muhammad Usman
Machine learning is among the most widely anticipated use cases for near-term quantum computers, however there remain significant theoretical and implementation challenges impeding…
quant-ph2022★ 65 cited
Benchmarking Adversarially Robust Quantum Machine Learning at Scale
Maxwell T. West, Sarah M. Erfani, Christopher Leckie +3
Machine learning (ML) methods such as artificial neural networks are rapidly becoming ubiquitous in modern science, technology and industry. Despite their accuracy and sophisticati…