Algorithms for Quantum Machine Learning and Its Applications

FOCUS · M64 · ID: 1067442

Presentations

  • ORAL

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    Presenters

    • Jason Iaconis

      • IonQ

    Authors

    • Jason Iaconis

      • IonQ

    • Sonika Johri

      • IonQ

    • Sang Hyun Kim

      • IonQ

    • Sooncheol Park

      • Hyundai Motor Company Institute of Advanced Technology Development

    • Sangtae Kim

      • Hyundai Motor Company Institute of Advanced Technology Development

    • Hanlae Jo

      • Hyundai Motor Company Institute of Advanced Technology Development

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  • ORAL · Invited

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    Presenters

    • Nathan Wiebe

      • University of Toronto, Pacific Northwest National Laboratory
      • University of Toronto
      • Pacific Northwest Natl Lab

    Authors

    • Nathan Wiebe

      • University of Toronto, Pacific Northwest National Laboratory
      • University of Toronto
      • Pacific Northwest Natl Lab

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  • ORAL

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    Publication: -G. Marin-Sanchez, J. Gonzalez-Conde, and M. Sanz, "Quantum algorithms for approximate function loading", ArXiv:2111.07933 (2021).
    -J. Gonzalez-Conde, T. W. Watts, and M. Sanz, "Quantum algorithms for approximate complex function loading", In preparation (2023).

    Presenters

    • Javier Gonzalez-Conde

      • University of the Basque Country UPV/EH

    Authors

    • Javier Gonzalez-Conde

      • University of the Basque Country UPV/EH

    • Gabriel Marin-Sanchez

      • University of the Basque Country

    • Mikel Sanz

      • University of the Basque Country

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  • ORAL

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    Presenters

    • Alicia B Magann

      • Sandia National Laboratories

    Authors

    • Alicia B Magann

      • Sandia National Laboratories

    • Kenneth Rudinger

      • Sandia National Laboratories

    • Matthew D Grace

      • Sandia National Laboratories

    • James B Larsen

      • Brigham Young University

    • Christian Arenz

      • Arizona State University

    • Andrew D Baczewski

      • Sandia National Laboratories

    • Mohan Sarovar

      • Sandia National Laboratories

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  • ORAL

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    Publication: https://doi.org/10.48550/arXiv.2112.12307

    Presenters

    • Yigit Subasi

      • Los Alamos National Laboratory

    Authors

    • Yigit Subasi

      • Los Alamos National Laboratory

    • Zoe Holmes

      • Los Alamos National Laboratory
      • École polytechnique fédérale de Lausanne

    • Nolan Coble

      • University of Maryland, College Park

    • Andrew T Sornborger

      • Los Alamos National Laboratory

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  • ORAL

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    Publication: Grid-based methods for chemistry simulations on a quantum computer (https://arxiv.org/abs/2202.05864)
    Preparing Arbitrary Continuous Functions in Quantum Registers With Logarithmic Complexity (https://arxiv.org/abs/2205.00519)
    Application of Quantum Computers in Foreign Exchange Reserves Management (https://arxiv.org/abs/2203.15716)
    Efficient quantum interpolation of smooth distributions (https://arxiv.org/abs/2203.06196)
    Universal Statistical Simulator (https://arxiv.org/abs/2202.01735)

    Presenters

    • Pierre Minssen

      • JPMorgan Chase

    Authors

    • Pierre Minssen

      • JPMorgan Chase

    • Marco Pistoia

      • JPMorgan Chase, New York, NY, USA
      • JPMorgan Chase
      • JP Morgan Chase

    • Yue Sun

      • JPMorgan Chase

    • Arthur Rattew

      • JPMorgan Chase

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  • ORAL

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    Publication: https://arxiv.org/abs/2208.05506

    Presenters

    • Roberto Campos Ortiz

      • University Complutense

    Authors

    • Roberto Campos Ortiz

      • University Complutense

    • Pablo Antonio M Casares

      • .

    • Miguel Angel Martin-Delgado

      • Complutense University of Madrid

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