Elies Gil-Fuster

According to our database, Elies Gil-Fuster authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

On the expressivity of embedding quantum kernels.

Elies Gil-Fuster, Jens Eisert, Vedran Dunjko

Mach. Learn. Sci. Technol., 2024

Concept learning of parameterized quantum models from limited measurements.

Beng Yee Gan, Po-Wei Huang, Elies Gil-Fuster, Patrick Rebentrost

CoRR, 2024

On the relation between trainability and dequantization of variational quantum learning models.

Elies Gil-Fuster, Casper Gyurik, Adrián Pérez-Salinas, Vedran Dunjko

CoRR, 2024

2023

Potential and limitations of random Fourier features for dequantizing quantum machine learning.

Ryan Sweke, Erik Recio, Sofiène Jerbi, Elies Gil-Fuster, Bryce Fuller, Jens Eisert, Johannes Jakob Meyer

CoRR, 2023

Understanding quantum machine learning also requires rethinking generalization.

Elies Gil-Fuster, Jens Eisert, Carlos Bravo-Prieto

CoRR, 2023

2022

Exploiting symmetry in variational quantum machine learning.

Johannes Jakob Meyer, Marian Mularski, Elies Gil-Fuster, Antonio Anna Mele, Francesco Arzani, Alissa Wilms, Jens Eisert

CoRR, 2022

2021

Encoding-dependent generalization bounds for parametrized quantum circuits.

Matthias C. Caro, Elies Gil-Fuster, Johannes Jakob Meyer, Jens Eisert, Ryan Sweke

Quantum, 2021

Training Quantum Embedding Kernels on Near-Term Quantum Computers.

Thomas Hubregtsen, David Wierichs, Elies Gil-Fuster, Peter-Jan H. S. Derks, Paul K. Fährmann, Johannes Jakob Meyer

CoRR, 2021

2020

Data re-uploading for a universal quantum classifier.

Adrián Pérez-Salinas, Alba Cervera-Lierta, Elies Gil-Fuster, José I. Latorre

Quantum, 2020