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M

Martín Larocca

consejo superior de investigaciones cientificas (csic)

19H-index
60Paper Count
1.5KCitation Count
Published Papers 10
Publication Date
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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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Barren plateaus in variational quantum computing
errNATURE REVIEWS PHYSICS
IF39.5
err2025-03-26
err2
PREAI
errLarocca, Martin; Thanasilp, Supanut; Wang, Samson; Sharma, Kunal; Biamonte, Jacob; Coles, Patrick J.; Cincio, Lukasz; Mcclean, Jarrod R.; Holmes, Zoe
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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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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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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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errSave
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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Diabatic quantum annealing for the frustrated ring model
errQUANTUM SCIENCE AND TECHNOLOGY
IF5
err2023-10-06
err2
errOAAI
errCote, Jeremy; Sauvage, Frederic; Larocca, Martin; Jonsson, Matias; Cincio, Lukasz; Albash, Tameem
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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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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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Research Directions

No research directions
Co-authors
Cooperation Journals
J
Jarrod R. McClean
H-index: 47 · Papers: 156
P
Patrick J. Coles
H-index: 45 · Papers: 174
A
A. F. Kemper
H-index: 39 · Papers: 255
F
Frédéric Sauvage
H-index: 38 · Papers: 187
Ł
Łukasz Cincio
H-index: 36 · Papers: 155
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