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Guillaume Verdon
Guillaume Verdon
Andra namnGuillaume Verdon-Akzam
Extropic
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Challenges and opportunities in quantum machine learning
M Cerezo, G Verdon, HY Huang, L Cincio, PJ Coles
Nature Computational Science 2 (9), 567-576, 2022
4562022
Tensorflow quantum: A software framework for quantum machine learning
M Broughton, G Verdon, T McCourt, AJ Martinez, JH Yoo, SV Isakov, ...
arXiv preprint arXiv:2003.02989, 2020
4372020
Quantum Graph Neural Networks
G Verdon, T McCourt, E Luzhnica, V Singh, S Leichenauer, J Hidary
arXiv preprint arXiv:1909.12264, 2019
340*2019
Learning to learn with quantum neural networks via classical neural networks
G Verdon, M Broughton, JR McClean, KJ Sung, R Babbush, Z Jiang, ...
arXiv preprint arXiv:1907.05415, 2019
2262019
Group-invariant quantum machine learning
M Larocca, F Sauvage, FM Sbahi, G Verdon, PJ Coles, M Cerezo
PRX Quantum 3 (3), 030341, 2022
1512022
A universal training algorithm for quantum deep learning
G Verdon, J Pye, M Broughton
arXiv preprint arXiv:1806.09729, 2018
1332018
A quantum algorithm to train neural networks using low-depth circuits
G Verdon, M Broughton, J Biamonte
arXiv preprint arXiv:1712.05304, 2017
1112017
Quantum Hamiltonian-based models and the variational quantum thermalizer algorithm
G Verdon, J Marks, S Nanda, S Leichenauer, J Hidary
arXiv preprint arXiv:1910.02071, 2019
1042019
A semi-agnostic ansatz with variable structure for quantum machine learning
M Bilkis, M Cerezo, G Verdon, PJ Coles, L Cincio
arXiv preprint arXiv:2103.06712, 2021
632021
Tensorflow quantum: a software framework for quantum machine learning. 2020
M Broughton, G Verdon, T McCourt, AJ Martinez, JH Yoo, SV Isakov, ...
arXiv preprint arXiv:2003.02989, 2003
472003
A quantum approximate optimization algorithm for continuous problems
G Verdon, JM Arrazola, K Brádler, N Killoran
arXiv preprint arXiv:1902.00409, 2019
422019
Tensorflow quantum: A software framework for quantum machine learning. arXiv 2020
M Broughton, G Verdon, T McCourt, AJ Martinez, JH Yoo, SV Isakov, ...
arXiv preprint arXiv:2003.02989, 2003
302003
Quantum repeater from quantum analog-digital interconverter
G Verdon-Akzam
US Patent 11,526,797, 2022
292022
Quantum hamiltonian-based models and the variational quantum thermalizer algorithm (2019)
G Verdon, J Marks, S Nanda, S Leichenauer, J Hidary
arXiv preprint arXiv:1910.02071 25, 1910
241910
Asymptotically limitless quantum energy teleportation via qudit probes
G Verdon-Akzam, E Martin-Martinez, A Kempf
Phys. Rev. A 93 (2), 022308, 2016
202016
A semi-agnostic ansatz with variable structure for variational quantum algorithms
M Bilkis, M Cerezo, G Verdon, PJ Coles, L Cincio
Quantum Machine Intelligence 5 (2), 43, 2023
172023
Provably efficient variational generative modeling of quantum many-body systems via quantum-probabilistic information geometry
FM Sbahi, AJ Martinez, S Patel, D Saberi, JH Yoo, G Roeder, G Verdon
arXiv preprint arXiv:2206.04663, 2022
122022
From long-distance entanglement to building a nationwide quantum internet: Report of the DOE quantum internet blueprint workshop
D Awschalom
Brookhaven National Lab.(BNL), Upton, NY (United States), 2020
122020
A quantum algorithm to train neural networks using low-depth circuits (2017)
G Verdon, M Broughton, J Biamonte
arXiv preprint arXiv:1712.05304, 2017
112017
Quantum dynamical hamiltonian monte carlo
O Lockwood, P Weiss, F Aronshtein, G Verdon
Physical Review Research 6 (3), 033142, 2024
72024
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