Concepedia

Quantum Singular Value Transformation

Quantum Singular Value Transformation is a quantum algorithmic framework that generalizes quantum signal processing by enabling the application of arbitrary polynomial transformations to the singular values of a block-encoded matrix within a quantum circuit.

29

Publications

1.5K

Citations

51

Authors

44

Institutions

Publications per year

2017–2026

28

Parents

Publications

29

Quantum singular value transformation and beyond: exponential improvements for quantum matrix arithmetics

2019 · 498 citations · Full text

, , +17

Sampling-based sublinear low-rank matrix arithmetic framework for dequantizing Quantum machine learning

Nai-Hui Chia, András Gilyén, Tongyang Li et al. · 2020 · 107 citations · Full text

, , +14

Quantum Algorithm for Petz Recovery Channels and Pretty Good Measurements

András Gilyén, Seth Lloyd, Iman Marvian et al. · Physical Review Letters · 2022 · 66 citations · Full text

, , +13

Linear Combination of Hamiltonian Simulation for Nonunitary Dynamics with Optimal State Preparation Cost

Dong An, Jin-Peng Liu, Lin Lin · Physical Review Letters · 2023 · 65 citations · Full text

, , +16

Quantum-inspired low-rank stochastic regression with logarithmic dependence on the dimension

András Gilyén, Seth Lloyd, Ewin Tang · arXiv (Cornell University) · 2018 · 61 citations · Full text

, , +13

1–5 of 29

Authors

51

  1. AG
    András Gilyén

    Centrum Wiskunde & Informatica, Netherlands

    8 publications · 332 citations

    8

    h-index

  2. LL
    Lin Lin

    Lawrence Berkeley National Laboratory, United States

    5 publications · 191 citations

    5

    h-index

  3. TL
    Tongyang Li

    University of Maryland, College Park, United States

    4 publications · 167 citations

    4

    h-index

  4. CW
    Chunhao Wang

    The University of Texas at Austin, United States

    4 publications · 200 citations

    4

    h-index

  5. ET
    Ewin Tang

    University of Washington, United States

    4 publications · 220 citations

    4

    h-index

1–5 of 51

Institutions

44

  1. University of Maryland, College Park

    College Park, United States

    6 h-index

    6 publications

    742 citations

  2. Massachusetts Institute of Technology

    Cambridge, United States

    5 h-index

    9 publications

    354 citations

  3. The University of Texas at Austin

    Austin, United States

    5 h-index

    12 publications

    619 citations

  4. University of Washington

    Seattle, United States

    4 h-index

    4 publications

    200 citations

  5. Lawrence Berkeley National Laboratory

    Berkeley, United States

    4 h-index

    8 publications

    394 citations

  6. California Institute of Technology

    Pasadena, United States

    3 h-index

    3 publications

    206 citations

  7. University of Amsterdam

    Amsterdam, The Netherlands

    3 h-index

    3 publications

    533 citations

  8. University of California, Berkeley

    Berkeley, United States

    3 h-index

    6 publications

    209 citations

1–8 of 44

Venues

  1. arXiv (Cornell University)

    Repository · 7 publications · 221 citations

    7

    h-index

  2. DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)

    Repository · 3 publications · 46 citations

    3

    h-index

  3. Physical review. A/Physical review, A

    PRA · 2 publications · 71 citations

    2

    h-index

  4. Quantum

    2 publications · 74 citations

    2

    h-index

  5. Physical Review Letters

    PRL · 2 publications · 131 citations

    2

    h-index

1–5