Guillaume Verdon

LAMINA: An MLIR-Based Translation Library for Heterogeneous Quantum-Classical Compilation

Michael Broughton, Guillaume Verdon, Trevor McCourt et al. · arXiv (Cornell University) · 2020 · 312 citations · Full text

Computing, Computer Science, Physics +17

Group-Invariant Quantum Machine Learning

Martín Larocca, Frédéric Sauvage, Faris M. Sbahi et al. · PRX Quantum · 2022 · 151 citations · Full text

Computing, Computer Science, Physics +16

Learning to learn with quantum neural networks via classical neural\n networks

Guillaume Verdon, Michael Broughton, Jarrod R. McClean et al. · arXiv (Cornell University) · 2019 · 98 citations · Full text

Computing, Computer Science, Physics +16

A quantum algorithm to train neural networks using low-depth circuits

Guillaume Verdon, Michael Broughton, Jacob Biamonte · arXiv (Cornell University) · 2017 · 85 citations · Full text

Computing, Computer Science, Physics +17

Learning to learn with quantum neural networks via classical neural networks

Guillaume Verdon, Michael Broughton, Jarrod R. McClean et al. · arXiv (Cornell University) · 2019 · 80 citations · Full text

Computing, Computer Science, Physics +16