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Marco Cerezo
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Variational quantum algorithms
M Cerezo, A Arrasmith, R Babbush, SC Benjamin, S Endo, K Fujii, ...
Nature Reviews Physics 3, 625–644, 2021
5082021
Cost function dependent barren plateaus in shallow parametrized quantum circuits
M Cerezo, A Sone, T Volkoff, L Cincio, PJ Coles
Nature communications 12 (1), 1-12, 2021
3242021
Noise-induced barren plateaus in variational quantum algorithms
S Wang, E Fontana, M Cerezo, K Sharma, A Sone, L Cincio, PJ Coles
Nature communications 12 (1), 1-11, 2021
1622021
Variational quantum linear solver
C Bravo-Prieto, R LaRose, M Cerezo, Y Subasi, L Cincio, PJ Coles
arXiv preprint arXiv:1909.05820, 2019
1262019
Noise resilience of variational quantum compiling
K Sharma, S Khatri, M Cerezo, PJ Coles
New Journal of Physics 22 (4), 043006, 2020
1162020
Connecting ansatz expressibility to gradient magnitudes and barren plateaus
Z Holmes, K Sharma, M Cerezo, PJ Coles
PRX Quantum 3 (1), 010313, 2022
872022
Absence of barren plateaus in quantum convolutional neural networks
A Pesah, M Cerezo, S Wang, T Volkoff, AT Sornborger, PJ Coles
Physical Review X 11 (4), 041011, 2021
872021
Effect of barren plateaus on gradient-free optimization
A Arrasmith, M Cerezo, P Czarnik, L Cincio, PJ Coles
Quantum 5, 558, 2021
772021
Variational quantum fidelity estimation
M Cerezo, A Poremba, L Cincio, PJ Coles
Quantum 4, 248, 2020
752020
Trainability of dissipative perceptron-based quantum neural networks
K Sharma, M Cerezo, L Cincio, PJ Coles
Physical Review Letters 128 (18), 180505, 2022
662022
Variational quantum state eigensolver
M Cerezo, K Sharma, A Arrasmith, PJ Coles
arXiv preprint arXiv:2004.01372, 2020
572020
Higher order derivatives of quantum neural networks with barren plateaus
M Cerezo, PJ Coles
Quantum Science and Technology 6 (2), 035006, 2021
522021
Variational hamiltonian diagonalization for dynamical quantum simulation
B Commeau, M Cerezo, Z Holmes, L Cincio, PJ Coles, A Sornborger
arXiv preprint arXiv:2009.02559, 2020
322020
Equivalence of quantum barren plateaus to cost concentration and narrow gorges
A Arrasmith, Z Holmes, M Cerezo, PJ Coles
Quantum Science and Technology, 2022
312022
Diagnosing barren plateaus with tools from quantum optimal control
M Larocca, P Czarnik, K Sharma, G Muraleedharan, PJ Coles, M Cerezo
arXiv preprint arXiv:2105.14377, 2021
312021
System-time entanglement in a discrete-time model
MC A. Boette, R. Rossignoli, N. Gigena
Physical Review A 93 (6), 062127, 2016
282016
Impact of barren plateaus on the hessian and higher order derivatives
M Cerezo, PJ Coles
arXiv e-prints, arXiv: 2008.07454, 2020
262020
Variational quantum algorithm for estimating the quantum fisher information
JL Beckey, M Cerezo, A Sone, PJ Coles
Physical Review Research 4 (1), 013083, 2022
252022
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
242021
Variational quantum algorithms (2020)
M Cerezo, A Arrasmith, R Babbush, SC Benjamin, S Endo, K Fujii, ...
arXiv preprint arXiv:2012.09265, 2012
232012
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