Marco Cerezo

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Patrick ColesNormal ComputingPatvirtintas el. paštas normalcomputing.ai
Lukasz CincioTheoretical Division, Los Alamos National LaboratoryPatvirtintas el. paštas lanl.gov
Martin LaroccaPostdoc, Los Alamos National LaboratoryPatvirtintas el. paštas lanl.gov
Kunal SharmaIBM Quantum - Watson Research CenterPatvirtintas el. paštas ibm.com
Zoe HolmesAssistant Prof, EPFLPatvirtintas el. paštas epfl.ch
Akira SoneAssistant Professor of Physics, University of Massachusetts BostonPatvirtintas el. paštas umb.edu
Samson WangPostdoc at IQIM, CaltechPatvirtintas el. paštas caltech.edu
Andrew SornborgerResearch Scientist, Information Sciences CCS-3, Los Alamos National LaboratoryPatvirtintas el. paštas lanl.gov
Frederic SauvageQuantinuumPatvirtintas el. paštas quantinuum.com
Paolo BracciaLos Alamos National LaboratoryPatvirtintas el. paštas lanl.gov
Diego García-MartínPostdoc, Los Alamos National LaboratoryPatvirtintas el. paštas lanl.gov
Jarrod R. McCleanSenior Staff Research Scientist - GooglePatvirtintas el. paštas google.com
Enrico FontanaPhD candidate, University of StrathclydePatvirtintas el. paštas strath.ac.uk
Piotr CzarnikJagiellonian UniversityPatvirtintas el. paštas uj.edu.pl
Supanut ThanasilpFaculty member, Chulalongkorn University, ThailandPatvirtintas el. paštas u.nus.edu
Guillaume VerdonExtropicPatvirtintas el. paštas extropic.ai
Hsin-Yuan Huang (Robert)California Institute of Technology, Google Quantum AIPatvirtintas el. paštas caltech.edu
T.J. VolkoffLos Alamos National LaboratoryPatvirtintas el. paštas lanl.gov
Louis SchatzkiElectrical and Computer Engineering, University of IllinoisPatvirtintas el. paštas illinois.edu
Raul RossignoliProfessor-Researcher, IFLP-UNLP-CICPatvirtintas el. paštas fisica.unlp.edu.ar

Stebėti

Marco Cerezo

Staff Scientist, Los Alamos National Laboratory

Patvirtintas el. paštas lanl.gov - Pagrindinis puslapis

Quantum Machine Learning Quantum Algorithms Quantum Information Quantum Computing


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
Variational quantum algorithms M Cerezo, A Arrasmith, R Babbush, SC Benjamin, S Endo, K Fujii, ... Nature Reviews Physics 3, 625–644, 2021	2988	2021
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	1153	2021
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	840	2021
Connecting ansatz expressibility to gradient magnitudes and barren plateaus Z Holmes, K Sharma, M Cerezo, PJ Coles PRX quantum 3 (1), 010313, 2022	606	2022
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	465	2022
Variational quantum linear solver C Bravo-Prieto, R LaRose, M Cerezo, Y Subasi, L Cincio, PJ Coles Quantum 7, 1188, 2023	435	2023
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	396	2022
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	390	2021
Effect of barren plateaus on gradient-free optimization A Arrasmith, M Cerezo, P Czarnik, L Cincio, PJ Coles Quantum 5, 558, 2021	279	2021
Noise resilience of variational quantum compiling K Sharma, S Khatri, M Cerezo, PJ Coles New Journal of Physics 22 (4), 043006, 2020	250	2020
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	247	2022
Theory of overparametrization in quantum neural networks M Larocca, N Ju, D García-Martín, PJ Coles, M Cerezo Nature Computational Science 3 (6), 542-551, 2023	209	2023
Trainability of dissipative perceptron-based quantum neural networks K Sharma, M Cerezo, L Cincio, PJ Coles Physical Review Letters 128 (18), 180505, 2022	207	2022
Higher order derivatives of quantum neural networks with barren plateaus M Cerezo, PJ Coles Quantum Science and Technology 6 (2), 035006, 2021	164*	2021
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	162	2022
Group-invariant quantum machine learning M Larocca, F Sauvage, FM Sbahi, G Verdon, PJ Coles, M Cerezo PRX quantum 3 (3), 030341, 2022	154	2022
Variational quantum fidelity estimation M Cerezo, A Poremba, L Cincio, PJ Coles Quantum 4, 248, 2020	145	2020
Does provable absence of barren plateaus imply classical simulability? or, why we need to rethink variational quantum computing M Cerezo, M Larocca, D García-Martín, NL Diaz, P Braccia, E Fontana, ... arXiv preprint arXiv:2312.09121, 2023	136	2023
Variational quantum state eigensolver M Cerezo, K Sharma, A Arrasmith, PJ Coles npj Quantum Information 8 (1), 113, 2022	131	2022
A unified theory of barren plateaus for deep parametrized quantum circuits M Ragone, BN Bakalov, F Sauvage, AF Kemper, CO Marrero, M Larocca, ...	117*	2023

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