Concepedia

Ryan Sweke

RS

Statistics

Publications

19

Citations

1.5K

H-Index

14

Active since

2013

Affiliations

Freie Universität Berlin(Current)

Helmholtz-Zentrum Berlin für Materialien und Energie

University of KwaZulu-Natal

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute

National Institute for Theoretical Physics

Ryan Sweke is an author at Freie Universität Berlin specializing in quantum computation, quantum computing, and computer science.

ORCID

Publications per year

2013–2026

19

Publications

19

Effect of data encoding on the expressive power of variational quantum-machine-learning models

Maria Schuld, Ryan Sweke, Johannes Jakob Meyer · Physical review. A/Physical review, A · 2021 · 691 citations · Full text

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Stochastic gradient descent for hybrid quantum-classical optimization

Ryan Sweke, Ryan Sweke, Johannes Jakob Meyer et al. · Refubium (Universitätsbibliothek der Freien Universität Berlin) · 2020 · 204 citations · Full text

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Encoding-dependent generalization bounds for parametrized quantum circuits

Elies Gil-Fuster, Johannes Jakob Meyer, Jens Eisert et al. · arXiv (Cornell University) · 2021 · 98 citations · Full text

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On the Quantum versus Classical Learnability of Discrete Distributions

Ryan Sweke, Jean‐Pierre Seifert, Dominik Hangleiter et al. · Quantum · 2021 · 82 citations · Full text

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Universal simulation of Markovian open quantum systems

Ryan Sweke, Ilya Sinayskiy, Denis Bernard et al. · Physical Review A · 2015 · 66 citations · Full text

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