M. Cerezo

Publication Activity (10 Years)

Years Active: 1991-2022
Publications (10 Years): 9

Top Topics

Quantum Computing

Probability Ranking Principle

Convolutional Neural Networks

Machine Learning

Top Venues

Publications

Jessie M. Henderson, Marianna Podzorova, M. Cerezo, John K. Golden, Leonard Gleyzer, Hari S. Viswanathan, Daniel O'Malley
Quantum Algorithms for Geologic Fracture Networks. CoRR (2022)
Louis Schatzki, Andrew Arrasmith, Patrick J. Coles, M. Cerezo
Entangled Datasets for Quantum Machine Learning. CoRR (2021)
Matthias C. Caro, Hsin-Yuan Huang, M. Cerezo, Kunal Sharma, Andrew T. Sornborger, Lukasz Cincio, Patrick J. Coles
Generalization in quantum machine learning from few training data. CoRR (2021)
Andrew Arrasmith, Zoë Holmes, M. Cerezo, Patrick J. Coles
Equivalence of quantum barren plateaus to cost concentration and narrow gorges. CoRR (2021)
Samson Wang, Piotr Czarnik, Andrew Arrasmith, M. Cerezo, Lukasz Cincio, Patrick J. Coles
Can Error Mitigation Improve Trainability of Noisy Variational Quantum Algorithms? CoRR (2021)
Martin Larocca, Nathan Ju, Diego García-Martín, Patrick J. Coles, M. Cerezo
Theory of overparametrization in quantum neural networks. CoRR (2021)
Zoë Holmes, Kunal Sharma, M. Cerezo, Patrick J. Coles
Connecting ansatz expressibility to gradient magnitudes and barren plateaus. CoRR (2021)
Arthur Pesah, M. Cerezo, Samson Wang, Tyler Volkoff, Andrew T. Sornborger, Patrick J. Coles
Absence of Barren Plateaus in Quantum Convolutional Neural Networks. CoRR (2020)
Enrico Fontana, M. Cerezo, Andrew Arrasmith, Ivan Rungger, Patrick J. Coles
Optimizing parametrized quantum circuits via noise-induced breaking of symmetries. CoRR (2020)
Christian Rocken, James M. Johnson, R. E. Neilan, M. Cerezo, J. R. Jordan, M. J. Falls, L. D. Nelson, Randolph H. Ware, M. Hayes
The measurement of atmospheric water vapor: radiometer comparison and spatial variations. IEEE Trans. Geosci. Remote. Sens. 29 (1) (1991)