Marco Cerezo

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Patrick ColesLos Alamos National LaboratoryVerified email at lanl.gov
Lukasz CincioTheoretical Division, Los Alamos National LaboratoryVerified email at lanl.gov
Kunal SharmaJoint Center for Quantum Information and Computer Science, University of MarylandVerified email at umd.edu
Akira SoneAliro Technology, Ph.D MIT'19Verified email at aliroquantum.com
Andrew ArrasmithPostdoc, Los Alamos National LaboratoryVerified email at lanl.gov
Raul RossignoliProfessor-Researcher, IFLP-UNLP-CICVerified email at fisica.unlp.edu.ar
T.J. VolkoffLos Alamos National LaboratoryVerified email at lanl.gov
Samson WangPhD Student at Imperial College LondonVerified email at imperial.ac.uk
Zoe HolmesPostdoctoral Fellow, Los Alamos National LabVerified email at lanl.gov
Norma CanosaIFLP CONICET& Departamento de Física, UNLPVerified email at fisica.unlp.edu.ar
Andrew SornborgerResearch Scientist, Information Sciences CCS-3, Los Alamos National LaboratoryVerified email at lanl.gov
Yigit SubasiStaff Scientist, Los Alamos National LaboratoryVerified email at lanl.gov
Carlos Bravo-PrietoPhD student, University of Barcelona and Technology Innovation InstituteVerified email at tii.ae
Ryan LaRoseMichigan State UniversityVerified email at umich.edu
Enrico FontanaPhD candidate, University of StrathclydeVerified email at strath.ac.uk
Nicolás GigenaPostdoctoral fellow, La Plata Physics InstituteVerified email at fisica.unlp.edu.ar
Piotr CzarnikLos Alamos National LaboratoryVerified email at lanl.gov
Simon BenjaminProfessor of Quantum Technologies, University of OxfordVerified email at materials.ox.ac.uk
Ryan BabbushGoogle ResearchVerified email at google.com
Kosuke MitaraiOsaka UniversityVerified email at ecs.osaka-u.ac.jp

Marco Cerezo

Staff Scientist, Los Alamos National Laboratory

Verified email at lanl.gov - Homepage

Quantum Machine Learning Quantum Algorithms Quantum Information Quantum Computation


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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	153*	2021
Variational quantum algorithms M Cerezo, A Arrasmith, R Babbush, SC Benjamin, S Endo, K Fujii, ... Nature Reviews Physics 3, 625–644, 2021	146	2021
Noise resilience of variational quantum compiling K Sharma, S Khatri, M Cerezo, PJ Coles New Journal of Physics 22 (4), 043006, 2020	80	2020
Noise-induced barren plateaus in variational quantum algorithms S Wang, E Fontana, M Cerezo, K Sharma, A Sone, L Cincio, PJ Coles arXiv preprint arXiv:2007.14384, 2020	77	2020
Variational quantum linear solver: A hybrid algorithm for linear systems C Bravo-Prieto, R LaRose, M Cerezo, Y Subasi, L Cincio, P Coles arXiv preprint arXiv:1909.05820, 2019	64	2019
Variational quantum fidelity estimation M Cerezo, A Poremba, L Cincio, PJ Coles Quantum 4, 248, 2020	58	2020
Trainability of dissipative perceptron-based quantum neural networks K Sharma, M Cerezo, L Cincio, PJ Coles arXiv preprint arXiv:2005.12458, 2020	40	2020
Variational quantum state eigensolver M Cerezo, K Sharma, A Arrasmith, PJ Coles arXiv preprint arXiv:2004.01372, 2020	40	2020
Absence of barren plateaus in quantum convolutional neural networks A Pesah, M Cerezo, S Wang, T Volkoff, AT Sornborger, PJ Coles arXiv preprint arXiv:2011.02966, 2020	32	2020
Connecting ansatz expressibility to gradient magnitudes and barren plateaus Z Holmes, K Sharma, M Cerezo, PJ Coles arXiv preprint arXiv:2101.02138, 2021	27	2021
Variational quantum linear solver C Bravo-Prieto, R LaRose, M Cerezo, Y Subasi, L Cincio, PJ Coles arXiv preprint arXiv:1909.05820, 2019	27	2019
Effect of barren plateaus on gradient-free optimization A Arrasmith, M Cerezo, P Czarnik, L Cincio, PJ Coles Quantum 5, 558, 2021	26	2021
Impact of barren plateaus on the hessian and higher order derivatives M Cerezo, PJ Coles arXiv preprint arXiv:2008.07454, 2020	25	2020
System-time entanglement in a discrete-time model MC A. Boette, R. Rossignoli, N. Gigena Physical Review A 93 (6), 062127, 2016	21	2016
Higher order derivatives of quantum neural networks with barren plateaus M Cerezo, PJ Coles Quantum Science and Technology 6 (2), 035006, 2021	16	2021
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	16	2020
Equivalence of quantum barren plateaus to cost concentration and narrow gorges A Arrasmith, Z Holmes, M Cerezo, PJ Coles arXiv preprint arXiv:2104.05868, 2021	13	2021
Reformulation of the no-free-lunch theorem for entangled data sets K Sharma, M Cerezo, Z Holmes, L Cincio, A Sornborger, PJ Coles arXiv preprint arXiv:2007.04900, 2020	13	2020
Strong bound between trace distance and Hilbert-Schmidt distance for low-rank states PJ Coles, M Cerezo, L Cincio Physical Review A 100 (2), 022103, 2019	13	2019
Variational quantum algorithm for estimating the quantum fisher information JL Beckey, M Cerezo, A Sone, PJ Coles arXiv preprint arXiv:2010.10488, 2020	11	2020

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