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Elies Gil-Fuster
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Year
Data re-uploading for a universal quantum classifier
A Pérez-Salinas, A Cervera-Lierta, E Gil-Fuster, JI Latorre
Quantum 4, 226, 2020
4732020
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
1112023
Encoding-dependent generalization bounds for parametrized quantum circuits
MC Caro, E Gil-Fuster, JJ Meyer, J Eisert, R Sweke
Quantum 5, 582, 2021
932021
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
792022
Understanding quantum machine learning also requires rethinking generalization
E Gil-Fuster, J Eisert, C Bravo-Prieto
Nature Communications 15 (1), 1-12, 2024
72024
Potential and limitations of random fourier features for dequantizing quantum machine learning
R Sweke, E Recio, S Jerbi, E Gil-Fuster, B Fuller, J Eisert, JJ Meyer
arXiv preprint arXiv:2309.11647, 2023
72023
On the expressivity of embedding quantum kernels
E Gil-Fuster, J Eisert, V Dunjko
Machine Learning: Science and Technology, 2023
12023
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