Cerezo, M.

Variational quantum algorithms

Cerezo, M., Arrasmith, A., Babbush, R., Benjamin, S. C., Endo, S., Fujii, K., McClean, J. R., Mitarai, K., Yuan, X., Cincio, L., et al. (2021) · Nature Reviews Physics

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 3,385

Cost function dependent barren plateaus in shallow parametrized quantum circuits

Cerezo, M., Sone, A., Volkoff, T., Cincio, L., & Coles, P. J. (2021) · Nature Communications

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 1,047

Noise-Induced Barren Plateaus in Variational Quantum Algorithms

Wang, S., Fontana, E., Cerezo, M., Sharma, K., Sone, A., Cincio, L., & Coles, P. J. (2020) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 791

Noise-induced barren plateaus in variational quantum algorithms

Wang, S., Fontana, E., Cerezo, M., Sharma, K., Sone, A., Cincio, L., & Coles, P. J. (2021) · Nature Communications

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 773

Connecting Ansatz Expressibility to Gradient Magnitudes and Barren Plateaus

Holmes, Z., Sharma, K., Cerezo, M., & Coles, P. J. (2022) · PRX Quantum

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 570

Generalization in quantum machine learning from few training data

Caro, M. C., Huang, H.-Y., Cerezo, M., Sharma, K., Sornborger, A., Cincio, L., & Coles, P. J. (2022) · Nature Communications

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 476

Absence of Barren Plateaus in Quantum Convolutional Neural Networks

Pesah, A., Cerezo, M., Wang, S., Volkoff, T., Sornborger, A. T., & Coles, P. J. (2021) · Physical Review X

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 343

Absence of Barren Plateaus in Quantum Convolutional Neural Networks

Pesah, A., Cerezo, M., Wang, S., Volkoff, T., Sornborger, A. T., & Coles, P. J. (2020) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 343

Variational Quantum Linear Solver

Bravo-Prieto, C., LaRose, R., Cerezo, M., Subasi, Y., Cincio, L., & Coles, P. J. (2019) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 284

Higher order derivatives of quantum neural networks with barren plateaus

Cerezo, M., & Coles, P. J. (2021) · Quantum Science and Technology

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 118

Variational Quantum Algorithm for Estimating the Quantum Fisher Information

Beckey, J. L., Cerezo, M., Sone, A., & Coles, P. J. (2020) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 77

Variational Hamiltonian Diagonalization for Dynamical Quantum Simulation

Commeau, B., Cerezo, M., Holmes, Z., Cincio, L., Coles, P. J., & Sornborger, A. (2020) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 42

Non-trivial symmetries in quantum landscapes and their resilience to quantum noise

Fontana, E., Cerezo, M., Arrasmith, A., Rungger, I., & Coles, P. J. (2020) · arXiv

Quantum Computing Algorithms and ArchitectureMetaheuristic Optimization Algorithms Research

Cited by 32