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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
9352021
Cost function dependent barren plateaus in shallow parametrized quantum circuits
M Cerezo, A Sone, T Volkoff, L Cincio, PJ Coles
Nature communications 12 (1), 1791, 2021
4862021
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), 6961, 2021
2772021
Variational quantum linear solver
C Bravo-Prieto, R LaRose, M Cerezo, Y Subasi, L Cincio, PJ Coles
arXiv preprint arXiv:1909.05820, 2019
1842019
Connecting ansatz expressibility to gradient magnitudes and barren plateaus
Z Holmes, K Sharma, M Cerezo, PJ Coles
PRX Quantum 3 (1), 010313, 2022
1742022
Noise resilience of variational quantum compiling
K Sharma, S Khatri, M Cerezo, PJ Coles
New Journal of Physics 22 (4), 043006, 2020
1542020
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
1442021
Effect of barren plateaus on gradient-free optimization
A Arrasmith, M Cerezo, P Czarnik, L Cincio, PJ Coles
Quantum 5, 558, 2021
1152021
Trainability of dissipative perceptron-based quantum neural networks
K Sharma, M Cerezo, L Cincio, PJ Coles
Physical Review Letters 128 (18), 180505, 2022
972022
Variational quantum fidelity estimation
M Cerezo, A Poremba, L Cincio, PJ Coles
Quantum 4, 248, 2020
962020
Higher order derivatives of quantum neural networks with barren plateaus
M Cerezo, PJ Coles
Quantum Science and Technology 6 (2), 035006, 2021
702021
Variational quantum state eigensolver
M Cerezo, K Sharma, A Arrasmith, PJ Coles
npj Quantum Information 8 (1), 113, 2022
672022
Equivalence of quantum barren plateaus to cost concentration and narrow gorges
A Arrasmith, Z Holmes, M Cerezo, PJ Coles
Quantum Science and Technology 7 (4), 045015, 2022
502022
Generalization in quantum machine learning from few training data
MC Caro, HY Huang, M Cerezo, K Sharma, A Sornborger, L Cincio, ...
Nature communications 13 (1), 4919, 2022
482022
Diagnosing barren plateaus with tools from quantum optimal control
M Larocca, P Czarnik, K Sharma, G Muraleedharan, PJ Coles, M Cerezo
Quantum 6, 824, 2022
472022
Theory of overparametrization in quantum neural networks
M Larocca, N Ju, D García-Martín, PJ Coles, M Cerezo
arXiv preprint arXiv:2109.11676, 2021
442021
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
412020
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
372021
Variational quantum algorithm for estimating the quantum fisher information
JL Beckey, M Cerezo, A Sone, PJ Coles
Physical Review Research 4 (1), 013083, 2022
352022
System-time entanglement in a discrete-time model
MC A. Boette, R. Rossignoli, N. Gigena
Physical Review A 93 (6), 062127, 2016
352016
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