Concepedia

Quantum Circuit Training

Quantum Circuit Training is a computational method in quantum machine learning that involves optimizing the parameters of a quantum circuit through iterative evaluation and adjustment to minimize a cost function, thereby enabling the circuit to perform a desired quantum computation or learning task.

175

Publications

16K

Citations

444

Authors

263

Institutions

Publications per year

2017–2026

163

Parents

Publications

175

Barren plateaus in quantum neural network training landscapes

Jarrod R. McClean, Sergio Boixo, Vadim Smelyanskiy et al. · Nature Communications · 2018 · 2.1K citations · Full text

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Quantum circuit learning

Kosuke Mitarai, Makoto Negoro, Masahiro Kitagawa et al. · Physical review. A/Physical review, A · 2018 · 1.6K citations · Full text

, , +13

Circuit-centric quantum classifiers

Maria Schuld, Alex Bocharov, Krysta M. Svore et al. · Physical review. A/Physical review, A · 2020 · 1K citations · Full text

, , +17

Connecting Ansatz Expressibility to Gradient Magnitudes and Barren Plateaus

Zoë Holmes, Kunal Sharma, M. Cerezo et al. · PRX Quantum · 2022 · 582 citations · Full text

, , +11

Quantum generative adversarial networks

Pierre-Luc Dallaire-Demers, Nathan Killoran · Physical review. A/Physical review, A · 2018 · 503 citations · Full text

, , +16

1–5 of 175

Authors

444

  1. PJ
    Patrick J. Coles

    Los Alamos National Laboratory, United States

    7 publications · 1.2K citations

    7

    h-index

  2. ŁC
    Łukasz Cincio

    Los Alamos National Laboratory, United States

    6 publications · 647 citations

    6

    h-index

  3. DZ
    David Z. Pan

    The University of Texas at Austin, United States

    5 publications · 300 citations

    6

    h-index

  4. MC
    M. Cerezo

    Los Alamos National Laboratory, United States

    6 publications · 1.2K citations

    6

    h-index

  5. SH
    Song Han

    Massachusetts Institute of Technology, United States

    5 publications · 300 citations

    6

    h-index

1–5 of 444

Institutions

263

  1. Los Alamos National Laboratory

    Los Alamos, United States

    11 h-index

    38 publications

    5.5K citations

  2. University of Chicago

    Chicago, United States

    7 h-index

    8 publications

    573 citations

  3. University College London

    London, United Kingdom

    7 h-index

    22 publications

    4.5K citations

  4. Tsinghua University

    Beijing, China

    7 h-index

    28 publications

    2.5K citations

  5. Yale University

    New Haven, United States

    6 h-index

    5 publications

    300 citations

  6. University of Maryland, College Park

    College Park, United States

    6 h-index

    18 publications

    2.5K citations

  7. Centre National de la Recherche Scientifique

    Paris, France

    6 h-index

    8 publications

    732 citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    11 publications

    832 citations

1–8 of 263

Venues

  1. arXiv (Cornell University)

    Repository · 22 publications · 818 citations

    17

    h-index

  2. Physical review. A/Physical review, A

    PRA · 15 publications · 3.9K citations

    14

    h-index

  3. PRX Quantum

    7 publications · 973 citations

    7

    h-index

  4. Quantum Science and Technology

    QST · 6 publications · 349 citations

    7

    h-index

  5. Quantum

    6 publications · 850 citations

    7

    h-index

1–5