دنبال کردن
Marco Cerezo
عنوان
نقل شده توسط
نقل شده توسط
سال
Variational quantum algorithms‏
M Cerezo, A Arrasmith, R Babbush, SC Benjamin, S Endo, K Fujii, ...‏
Nature Reviews Physics 3, 625–644, 2021‏
30252021
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
11662021
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
8472021
Connecting ansatz expressibility to gradient magnitudes and barren plateaus‏
Z Holmes, K Sharma, M Cerezo, PJ Coles‏
PRX quantum 3 (1), 010313, 2022‏
6092022
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
4862022
Variational quantum linear solver‏
C Bravo-Prieto, R LaRose, M Cerezo, Y Subasi, L Cincio, PJ Coles‏
Quantum 7, 1188, 2023‏
4382023
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
4042022
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
3982021
Effect of barren plateaus on gradient-free optimization‏
A Arrasmith, M Cerezo, P Czarnik, L Cincio, PJ Coles‏
Quantum 5, 558, 2021‏
2812021
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
2512022
Noise resilience of variational quantum compiling‏
K Sharma, S Khatri, M Cerezo, PJ Coles‏
New Journal of Physics 22 (4), 043006, 2020‏
2512020
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
Trainability of dissipative perceptron-based quantum neural networks‏
K Sharma, M Cerezo, L Cincio, PJ Coles‏
Physical Review Letters 128 (18), 180505, 2022‏
2082022
Equivalence of quantum barren plateaus to cost concentration and narrow gorges‏
A Arrasmith, Z Holmes, M Cerezo, PJ Coles‏
Quantum Science and Technology 7 (4), 045015, 2022‏
1652022
Higher order derivatives of quantum neural networks with barren plateaus‏
M Cerezo, PJ Coles‏
Quantum Science and Technology 6 (2), 035006, 2021‏
164*2021
Group-invariant quantum machine learning‏
M Larocca, F Sauvage, FM Sbahi, G Verdon, PJ Coles, M Cerezo‏
PRX quantum 3 (3), 030341, 2022‏
1582022
Variational quantum fidelity estimation‏
M Cerezo, A Poremba, L Cincio, PJ Coles‏
Quantum 4, 248, 2020‏
1452020
Does provable absence of barren plateaus imply classical simulability? or, why we need to rethink variational quantum computing‏
M Cerezo, M Larocca, D García-Martín, NL Diaz, P Braccia, E Fontana, ...‏
arXiv preprint arXiv:2312.09121, 2023‏
1402023
Variational quantum state eigensolver‏
M Cerezo, K Sharma, A Arrasmith, PJ Coles‏
npj Quantum Information 8 (1), 113, 2022‏
1312022
A unified theory of barren plateaus for deep parametrized quantum circuits‏
M Ragone, BN Bakalov, F Sauvage, AF Kemper, CO Marrero, M Larocca, ...‏
123*2023
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20