Concepedia

Elies Gil-Fuster

EG

6

Publications

459

Citations

6

H-Index

2021

Active since

Affiliations

Freie Universität Berlin(Current)

Helmholtz-Zentrum Berlin für Materialien und Energie

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute

Elies Gil-Fuster is an author at Freie Universität Berlin specializing in quantum computing, quantum machine learning, and quantum science.

Top concepts

EngineeringQuantum ScienceMachine LearningQuantum ComputingQuantum Machine LearningComputer ScienceQuantum EntanglementQuantum Error CorrectionData ScienceQuantum Devices

Publications per year

2021–2025

6

Publications

6

Exploiting Symmetry in Variational Quantum Machine Learning

Johannes Jakob Meyer, Marian Mularski, Elies Gil-Fuster et al. · PRX Quantum · 2023 · 164 citations · Full text

Quantum Science, Variational Quantum, Engineering +9

Training quantum embedding kernels on near-term quantum computers

Thomas Hubregtsen, David Wierichs, Elies Gil-Fuster et al. · Physical review. A/Physical review, A · 2022 · 122 citations · Full text

Quantum Science, Engineering, Quantum Computing +13

Encoding-dependent generalization bounds for parametrized quantum circuits

C. Matthias, Elies Gil-Fuster, Johannes Jakob Meyer et al. · arXiv (Cornell University) · 2021 · 93 citations · Full text

Quantum Science, Quantum Security, Engineering +13

Understanding quantum machine learning also requires rethinking generalization

Elies Gil-Fuster, Jens Eisert, Carlos Bravo-Prieto · Nature Communications · 2024 · 55 citations · Full text

Quantum Science, Engineering, Quantum Computing +5

On the expressivity of embedding quantum kernels

Elies Gil-Fuster, Jens Eisert, Vedran Dunjko · Machine Learning Science and Technology · 2024 · 14 citations · Full text

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