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Patrick Coles
Patrick Coles
Normal Computing
Bestätigte E-Mail-Adresse bei normalcomputing.ai
Titel
Zitiert von
Zitiert von
Jahr
Variational quantum algorithms
M Cerezo, A Arrasmith, R Babbush, SC Benjamin, S Endo, K Fujii, ...
Nature Reviews Physics 3 (9), 625-644, 2021
30482021
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
11742021
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
8502021
Entropic uncertainty relations and their applications
PJ Coles, M Berta, M Tomamichel, S Wehner
Reviews of Modern Physics 89 (1), 015002, 2017
6232017
Connecting ansatz expressibility to gradient magnitudes and barren plateaus
Z Holmes, K Sharma, M Cerezo, PJ Coles
PRX quantum 3 (1), 010313, 2022
6122022
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
4932022
Quantum-assisted quantum compiling
S Khatri, R LaRose, A Poremba, L Cincio, AT Sornborger, PJ Coles
Quantum 3, 140, 2019
4492019
Variational quantum linear solver
C Bravo-Prieto, R LaRose, M Cerezo, Y Subasi, L Cincio, PJ Coles
Quantum 7, 1188, 2023
4392023
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
4072022
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
4022021
Learning the quantum algorithm for state overlap
L Cincio, Y Subaşı, AT Sornborger, PJ Coles
New Journal of Physics 20 (11), 113022, 2018
3052018
Self-referenced continuous-variable quantum key distribution protocol
DBS Soh, C Brif, PJ Coles, N Lütkenhaus, RM Camacho, J Urayama, ...
Physical Review X 5 (4), 041010, 2015
2972015
Effect of barren plateaus on gradient-free optimization
A Arrasmith, M Cerezo, P Czarnik, L Cincio, PJ Coles
Quantum 5, 558, 2021
2832021
Error mitigation with Clifford quantum-circuit data
P Czarnik, A Arrasmith, PJ Coles, L Cincio
Quantum 5, 592, 2021
2762021
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
2542022
Noise resilience of variational quantum compiling
K Sharma, S Khatri, M Cerezo, PJ Coles
New Journal of Physics 22 (4), 043006, 2020
2522020
Variational fast forwarding for quantum simulation beyond the coherence time
C Cirstoiu, Z Holmes, J Iosue, L Cincio, PJ Coles, A Sornborger
npj Quantum Information 6 (1), 82, 2020
2192020
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
2162023
Improved entropic uncertainty relations and information exclusion relations
PJ Coles, M Piani
Physical Review A 89 (2), 022112, 2014
2122014
Trainability of dissipative perceptron-based quantum neural networks
K Sharma, M Cerezo, L Cincio, PJ Coles
Physical Review Letters 128 (18), 180505, 2022
2092022
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