Variational quantum algorithms M Cerezo, A Arrasmith, R Babbush, SC Benjamin, S Endo, K Fujii, ... Nature Reviews Physics 3 (9), 625-644, 2021 | 2362 | 2021 |
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 | 974 | 2021 |
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 | 634 | 2021 |
Entropic uncertainty relations and their applications PJ Coles, M Berta, M Tomamichel, S Wehner Reviews of Modern Physics 89 (1), 015002, 2017 | 583 | 2017 |
Connecting ansatz expressibility to gradient magnitudes and barren plateaus Z Holmes, K Sharma, M Cerezo, PJ Coles PRX Quantum 3 (1), 010313, 2022 | 469 | 2022 |
Quantum-assisted quantum compiling S Khatri, R LaRose, A Poremba, L Cincio, AT Sornborger, PJ Coles Quantum 3, 140, 2019 | 393 | 2019 |
Variational quantum linear solver C Bravo-Prieto, R LaRose, M Cerezo, Y Subasi, L Cincio, PJ Coles Quantum 7, 1188, 2023 | 336 | 2023 |
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 | 315 | 2021 |
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 | 302 | 2022 |
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 | 297 | 2022 |
Learning the quantum algorithm for state overlap L Cincio, Y Subaşı, AT Sornborger, PJ Coles New Journal of Physics 20 (11), 113022, 2018 | 280 | 2018 |
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 | 273 | 2015 |
Effect of barren plateaus on gradient-free optimization A Arrasmith, M Cerezo, P Czarnik, L Cincio, PJ Coles Quantum 5, 558, 2021 | 231 | 2021 |
Error mitigation with Clifford quantum-circuit data P Czarnik, A Arrasmith, PJ Coles, L Cincio Quantum 5, 592, 2021 | 228 | 2021 |
Noise resilience of variational quantum compiling K Sharma, S Khatri, M Cerezo, PJ Coles New Journal of Physics 22 (4), 043006, 2020 | 217 | 2020 |
Improved entropic uncertainty relations and information exclusion relations PJ Coles, M Piani Physical Review A 89 (2), 022112, 2014 | 204 | 2014 |
The basic and clinical pharmacology of nonpeptide vasopressin receptor antagonists M Thibonnier, P Coles, A Thibonnier, M Shoham Annual review of pharmacology and toxicology 41 (1), 175-202, 2001 | 197 | 2001 |
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 | 195 | 2020 |
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 | 188 | 2022 |
Uncertainty relations from simple entropic properties PJ Coles, R Colbeck, L Yu, M Zwolak Physical review letters 108 (21), 210405, 2012 | 188 | 2012 |