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Frederic Sauvage
Frederic Sauvage
Quantinuum
Verified email at quantinuum.com
Title
Cited by
Cited by
Year
Group-invariant quantum machine learning
M Larocca, F Sauvage, FM Sbahi, G Verdon, PJ Coles, M Cerezo
PRX Quantum 3 (3), 030341, 2022
1092022
Theory for equivariant quantum neural networks
QT Nguyen, L Schatzki, P Braccia, M Ragone, PJ Coles, F Sauvage, ...
PRX Quantum 5 (2), 020328, 2024
682024
Representation theory for geometric quantum machine learning
M Ragone, P Braccia, QT Nguyen, L Schatzki, PJ Coles, F Sauvage, ...
arXiv preprint arXiv:2210.07980, 2022
622022
A Unified Theory of Barren Plateaus for Deep Parametrized Quantum Circuits
M Ragone, BN Bakalov, F Sauvage, AF Kemper, CO Marrero, M Larocca, ...
arXiv preprint arXiv:2309.09342, 2023
542023
Theoretical guarantees for permutation-equivariant quantum neural networks
L Schatzki, M Larocca, QT Nguyen, F Sauvage, M Cerezo
npj Quantum Information 10 (1), 12, 2024
512024
Building spatial symmetries into parameterized quantum circuits for faster training
F Sauvage, M Larocca, PJ Coles, M Cerezo
Quantum Science and Technology 9 (1), 015029, 2024
342024
Optimal quantum control with poor statistics
F Sauvage, F Mintert
PRX Quantum 1 (2), 020322, 2020
322020
Variational quantum algorithm with information sharing
CN Self, KE Khosla, AWR Smith, F Sauvage, PD Haynes, J Knolle, ...
npj Quantum Information 7 (1), 1-7, 2021
272021
Phase diagram and optimal control for n-tupling discrete time crystal
A Kuroś, R Mukherjee, W Golletz, F Sauvage, K Giergiel, F Mintert, ...
New Journal of Physics 22 (9), 095001, 2020
262020
Optimal control of families of quantum gates
F Sauvage, F Mintert
Physical Review Letters 129 (5), 050507, 2022
222022
Preparation of ordered states in ultra-cold gases using bayesian optimization
R Mukherjee, F Sauvage, H Xie, R Lw, F Mintert
New Journal of Physics 22 (7), 075001, 2020
222020
FLIP: A flexible initializer for arbitrarily-sized parametrized quantum circuits
F Sauvage, S Sim, AA Kunitsa, WA Simon, M Mauri, A Perdomo-Ortiz
arXiv preprint arXiv:2103.08572, 2021
172021
Lie-algebraic classical simulations for variational quantum computing
ML Goh, M Larocca, L Cincio, M Cerezo, F Sauvage
arXiv preprint arXiv:2308.01432, 2023
162023
Inference-Based Quantum Sensing
CH Alderete, MH Gordon, F Sauvage, A Sone, AT Sornborger, PJ Coles, ...
Physical Review Letters 129 (19), 190501, 2022
142022
Efficient assessment of process fidelity
S Greenaway, F Sauvage, KE Khosla, F Mintert
Physical Review Research 3 (3), 033031, 2021
92021
Diabatic quantum annealing for the frustrated ring model
J Ct, F Sauvage, M Larocca, M Jonsson, L Cincio, T Albash
Quantum Science and Technology 8 (4), 045033, 2023
62023
Optimal non-classical correlations of light with a levitated nano-sphere
A Pitchford, AA Rakhubovsky, R Mukherjee, DW Moore, F Sauvage, ...
arXiv preprint arXiv:2006.15050, 2020
22020
Flip: A flexible initializer for arbitrarily-sized parametrized quantum circuits (2021)
F Sauvage, S Sim, AA Kunitsa, WA Simon, M Mauri, A Perdomo-Ortiz
arXiv preprint arXiv:2103.08572, 0
2
Optimizing Quantum Dynamics in the Age of Machine Learning
F Sauvage
Imperial College London, 2021
12021
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Articles 1–19