دنبال کردن
Elies Gil-Fuster
Elies Gil-Fuster
graduate student, Freie University Berlin
ایمیل تأیید شده در zedat.fu-berlin.de - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Data re-uploading for a universal quantum classifier‏
A Pérez-Salinas, A Cervera-Lierta, E Gil-Fuster, JI Latorre‏
Quantum 4, 226, 2020‏
6372020
Exploiting symmetry in variational quantum machine learning‏
JJ Meyer, M Mularski, E Gil-Fuster, AA Mele, F Arzani, A Wilms, J Eisert‏
PRX quantum 4 (1), 010328, 2023‏
1752023
Encoding-dependent generalization bounds for parametrized quantum circuits‏
MC Caro, E Gil-Fuster, JJ Meyer, J Eisert, R Sweke‏
Quantum 5, 582, 2021‏
1222021
Training quantum embedding kernels on near-term quantum computers‏
T Hubregtsen, D Wierichs, E Gil-Fuster, PJHS Derks, PK Faehrmann, ...‏
Physical Review A 106 (4), 042431, 2022‏
1172022
Understanding quantum machine learning also requires rethinking generalization‏
E Gil-Fuster, J Eisert, C Bravo-Prieto‏
Nature Communications 15 (1), 2277, 2024‏
492024
Potential and limitations of random fourier features for dequantizing quantum machine learning‏
R Sweke, E Recio-Armengol, S Jerbi, E Gil-Fuster, B Fuller, J Eisert, ...‏
Quantum 9, 1640, 2025‏
222025
On the expressivity of embedding quantum kernels‏
E Gil-Fuster, J Eisert, V Dunjko‏
Machine Learning: Science and Technology 5 (2), 025003, 2024‏
152024
On the relation between trainability and dequantization of variational quantum learning models‏
E Gil-Fuster, C Gyurik, A Pérez-Salinas, V Dunjko‏
arXiv preprint arXiv:2406.07072, 2024‏
92024
Opportunities and limitations of explaining quantum machine learning‏
E Gil-Fuster, JR Naujoks, G Montavon, T Wiegand, W Samek, J Eisert‏
arXiv preprint arXiv:2412.14753, 2024‏
12024
Concept learning of parameterized quantum models from limited measurements‏
BY Gan, PW Huang, E Gil-Fuster, P Rebentrost‏
arXiv preprint arXiv:2408.05116, 2024‏
12024
Double descent in quantum machine learning‏
M Kempkes, A Ijaz, E Gil-Fuster, C Bravo-Prieto, J Spiegelberg, ...‏
arXiv preprint arXiv:2501.10077, 2025‏
2025
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–11