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M

M. Cerezo

Los Alamos National Laboratory

33H-index
92Paper Count
5.7KCitation Count
Published Papers 31
Publication Date
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Analyzing the Free States of one Quantum Resource Theory as Resource States of Another
errAdvanced Quantum Technologies
IF4.3
err2026-02-05
err0
PREAI
errAndrew E. Deneris; Paolo Braccia; Pablo Bermejo; N. L. Diaz; Antonio A. Mele; M. Cerezo
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Architectures and random properties of symplectic quantum circuits
errQUANTUM SCIENCE AND TECHNOLOGY
IF5
err2026-01-06
err1
PREAI
errGarcia-Martin, Diego; Braccia, Paolo; Cerezo, M.
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errSave
Quantum neural networks form Gaussian processes
errNATURE PHYSICS
IF18.4
err2025-05-21
err0
errOAAI
errGarcia-Martin, Diego; Larocca, Martin; Cerezo, M.
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Computing exact moments of local random quantum circuits via tensor networks
errQUANTUM MACHINE INTELLIGENCE
IF4.4
err2024-09-02
err1
PREAI
errBraccia, Paolo; Bermejo, Pablo; Cincio, Lukasz; Cerezo, M.
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A Lie algebraic theory of barren plateaus for deep parameterized quantum circuits
errNATURE COMMUNICATIONS
IF15.7
err2024-08-22
err6
errOAAI
errRagone, Michael; Bakalov, Bojko N.; Sauvage, Frederic; Kemper, Alexander F.; Marrero, Carlos Ortiz; Larocca, Martin; Cerezo, M.
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errSave
Exponential concentration in quantum kernel methods
errNATURE COMMUNICATIONS
IF15.7
err2024-06-18
err7
errOAAI
errThanasilp, Supanut; Wang, Samson; Cerezo, M.; Holmes, Zoe
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errSave
Theory for Equivariant Quantum Neural Networks
errPRX QUANTUM
IF11
err2024-05-06
err13
errOAAI
errNguyen, Quynh T.; Schatzki, Louis; Braccia, Paolo; Ragone, Michael; Coles, Patrick J.; Sauvage, Frederic; Larocca, Martin; Cerezo, M.
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Hierarchy of multipartite correlations based on concentratable entanglement
errPHYSICAL REVIEW RESEARCH
IF4.2
err2024-04-04
err0
errOAAI
errSchatzki, Louis; Liu, Guangkuo; Cerezo, M.; Chitambar, Eric
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Effects of noise on the overparametrization of quantum neural networks
errPHYSICAL REVIEW RESEARCH
IF4.2
err2024-03-18
err6
errOAAI
errGarcia-Martin, Diego; Larocca, Martin; Cerezo, M.
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Theoretical guarantees for permutation-equivariant quantum neural networks
errNPJ QUANTUM INFORMATION
IF8.3
err2024-01-22
err26
errOAAI
errSchatzki, Louis; Larocca, Martin; Nguyen, Quynh T.; Sauvage, Frederic; Cerezo, M.
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Building spatial symmetries into parameterized quantum circuits for faster training
errQUANTUM SCIENCE AND TECHNOLOGY
IF5
err2024-01-04
err12
errOAAI
errSauvage, Frederic; Larocca, Martin; Coles, Patrick J.; Cerezo, M.
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errSave
A semi-agnostic ansatz with variable structure for variational quantum algorithms
errQUANTUM MACHINE INTELLIGENCE
IF4.4
err2023-11-18
err8
errOAAI
errBilkis, M.; Cerezo, M.; Verdon, Guillaume; Coles, Patrick J.; Cincio, Lukasz
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errSave
Resource frugal optimizer for quantum machine learning
errQUANTUM SCIENCE AND TECHNOLOGY
IF5
err2023-08-23
err1
errOAAI
errMoussa, Charles; Hunter Gordon, Max; Baczyk, Michal; Cerezo, M.; Cincio, Lukasz; Coles, Patrick J.
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errSave
Theory of overparametrization in quantum neural networks
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2023-06-26
err55
errOAAI
errLarocca, Martin; Ju, Nathan; Garcia-Martin, Diego; Coles, Patrick J.; Cerezo, Marco
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Quantum algorithms for geologic fracture networks
errSCIENTIFIC REPORTS
IF3.9
err2023-02-18
err4
errOAAI
errHenderson, Jessie M.; Podzorova, Marianna; Cerezo, M.; Golden, John K.; Gleyzer, Leonard; Viswanathan, Hari S.; O'Malley, Daniel
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errSave
Variational quantum state eigensolver
errNPJ QUANTUM INFORMATION
IF8.3
err2022-09-21
err47
errOAAI
errCerezo, M.; Sharma, Kunal; Arrasmith, Andrew; Coles, Patrick J.
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errSave
Group-Invariant Quantum Machine Learning
errPRX QUANTUM
IF11
err2022-09-19
err55
errOAAI
errLarocca, Martin; Sauvage, Frederic; Sbahi, Faris M.; Verdon, Guillaume; Coles, Patrick J.; Cerezo, M.
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errSave
Challenges and opportunities in quantum machine learning
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2022-09-15
err163
PREAI
errCerezo, M.; Verdon, Guillaume; Huang, Hsin-Yuan; Cincio, Lukasz; Coles, Patrick J.
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errSave
Covariance Matrix Preparation for Quantum Principal Component Analysis
errPRX QUANTUM
IF11
err2022-09-07
err6
errOAAI
errGordon, Max Hunter; Cerezo, M.; Cincio, Lukasz; Coles, Patrick J.
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errSave
Generalization in quantum machine learning from few training data
errNATURE COMMUNICATIONS
IF15.7
err2022-08-22
err149
errOAAI
errCaro, Matthias C.; Huang, Hsin-Yuan; Cerezo, M.; Sharma, Kunal; Sornborger, Andrew; Cincio, Lukasz; Coles, Patrick J.
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Research Directions

No research directions
Co-authors
Cooperation Journals
H
Hari Viswanathan
H-index: 54 · Papers: 415
P
Patrick J. Coles
H-index: 45 · Papers: 174
A
A. F. Kemper
H-index: 39 · Papers: 256
F
Frédéric Sauvage
H-index: 38 · Papers: 187
Ł
Łukasz Cincio
H-index: 36 · Papers: 155
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