Quantum Machine Learning II

FOCUS · T37 · ID: 46947

Presentations

  • ORAL

    –

    Publication: https://arxiv.org/abs/2109.11676

    Presenters

    • Martin Larocca

      • Los Alamos National Laboratoy

    Authors

    • Martin Larocca

      • Los Alamos National Laboratoy

    • Marco Cerezo

      • Los Alamos National Laboratory

    • Patrick J Coles

      • Los Alamos National Laboratory

    • Diego García-Martín

      • Barcelona Supercomputing Center

    • Nathan Ju

      • Los Alamos National Laboratory

    View abstract →

  • ORAL

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    Publication: arXiv:2105.14377

    Presenters

    • Marco Cerezo

      • Los Alamos National Laboratory

    Authors

    • Marco Cerezo

      • Los Alamos National Laboratory

    • Piotr J Czarnik

      • Los Alamos National Laboratory

    • Kunal Sharma

      • University of Maryland, College Park
      • Louisiana State University

    • Gopikrishnan Muraleedharan

      • University of New Mexico
      • Los Alamos National Laboratory

    • Patrick J Coles

      • Los Alamos National Laboratory

    • Martin Larocca

      • Los Alamos National Laboratoy

    View abstract →

  • ORAL · Invited

    –

    Publication: Phys. Rev. Lett. 126, 190501 (2021)

    Presenters

    • ZOE HOLMES

      • Los Alamos National Laboratory

    Authors

    • ZOE HOLMES

      • Los Alamos National Laboratory

    • Andrew T Sornborger

      • Los Alamos National Laboratory

    • Andrew T Arrasmith

      • Los Alamos National Laboratory

    • Bin Yan

      • Los Alamos National Laboratory

    • Andreas J Albrecht

      • University of California, Davis

    • Patrick J Coles

      • Los Alamos National Laboratory

    View abstract →

  • ORAL

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    Publication: Storage capacity and learning capability of quantum neural networks,
    M Lewenstein, A Gratsea, A Riera-Campeny, A Aloy, V Kasper, A Sanpera
    Quantum Science and Technology, 2021

    Presenters

    • Aikaterini Gratsea

      • ICFO-The Institute of Photonic Sciences

    Authors

    • Aikaterini Gratsea

      • ICFO-The Institute of Photonic Sciences

    • Valentin Kasper

      • Harvard University

    • Maciej A Lewenstein

      • ICFO-The Institute of Photonic Sciences

    • Anna Sanpera

      • UAB

    • Albert Alloy

      • ICFO

    • Andreu Riera-Campeny

      • UAB

    View abstract →

  • ORAL

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    Presenters

    • Miguel Moreira

      • QuTech and Kavli Institute of Nanoscience, Delft University of Technology, The Netherlands
      • Delft University of Techology
      • Delft University of Technology
      • QuTech and Kavli Institute of Nanoscience, Delft University of Technology

    Authors

    • Miguel Moreira

      • QuTech and Kavli Institute of Nanoscience, Delft University of Technology, The Netherlands
      • Delft University of Techology
      • Delft University of Technology
      • QuTech and Kavli Institute of Nanoscience, Delft University of Technology

    • Gian Giacomo Guerreschi

      • Intel Labs, Intel Corporation, USA
      • Intel

    • Wouter J Vlothuizen

      • QuTech and Netherlands Organization for Applied Scientific Research, The Netherlands
      • Netherlands Organisation for Applied Scientific Research
      • Delft University of Technology,

    • Jeroen van Straten

      • QuTech and Quantum and Computer Engineering Department, Delft University of Technology, The Netherlands

    • Hans van Someren

      • QuTech and Quantum and Computer Engineering Department, Delft University of Technology, The Netherlands

    • Jorge F Marques

      • QuTech and Kavli Institute of Nanoscience, Delft University of Technology, The Netherlands
      • Delft University of Technology

    • Hany Ali

      • QuTech and Kavli Institute of Nanoscience, Delft University of Technology, The Netherlands
      • Delft University of Technology

    • Nandini Muthusubramanian

      • QuTech and Kavli Institute of Nanoscience, Delft University of Technology, The Netherlands

    • Christos Zachariadis

      • QuTech and Kavli Institute of Nanoscience, Delft University of Technology, The Netherlands
      • Delft University of Technology
      • QuTech, Kavli Institute of Nanoscience, Delft University of Technology

    • Marc Beekman

      • QuTech and Netherlands Organisation for Applied Scientific Research, The Netherlands

    • Nadia Haider

      • QuTech and Netherlands Organisation for Applied Scientific Research, The Netherlands
      • Netherlands Organisation for Applied Scientific Research

    • Alessandro Bruno

      • QuTech and Kavli Institute of Nanoscience, Delft University of Technology, The Netherlands
      • Delft University of Technology
      • QuTech, Kavli Institute of Nanoscience, Delft University of Technology
      • QuTech and Kavli Institute of Nanoscience, Delft University of Technology, and Quantware, B.V., The Netherlands

    • Carmina G Almudever

      • QuTech and Quantum and Computer Engineering Department, Delft University of Technology, The Netherlands

    • Anne Y Matsuura

      • Intel Corporation, Hillsboro
      • Intel Corporation, Santa Clara
      • Intel Labs, Intel Corporation, USA

    • Leonardo DiCarlo

      • QuTech and Kavli Institute of Nanoscience, Delft University of Technology, The Netherlands
      • Delft University of Technology

    View abstract →

  • ORAL

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    Publication: https://arxiv.org/abs/2109.05909

    Presenters

    • Johannes Herrmann

      • ETH Zurich
      • Department of Physics, ETH Zurich, CH-8093 Zurich, Switzerland

    Authors

    • Johannes Herrmann

      • ETH Zurich
      • Department of Physics, ETH Zurich, CH-8093 Zurich, Switzerland

    • Sergi Masot Llima

      • Department of Physics, ETH Zurich, CH-8093 Zurich, Switzerland

    • Ants Remm

      • ETH Zurich
      • Department of Physics, ETH Zurich, CH-8093 Zurich, Switzerland

    • Petr Zapletal

      • University of Erlangen-Nuremberg
      • Department of Physics, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany

    • Nathan A McMahon

      • Department of Physics, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany

    • Colin Scarato

      • Department of Physics, ETH Zurich, CH-8093 Zurich, Switzerland

    • Francois Swiadek

      • ETH Zurich
      • Department of Physics, ETH Zurich, CH-8093 Zurich, Switzerland

    • Christian Kraglund Andersen

      • ETH Zurich
      • Department of Physics, ETH Zurich, CH-8093 Zurich, Switzerland

    • Christoph Hellings

      • Department of Physics, ETH Zurich, CH-8093 Zurich, Switzerland

    • Sebastian Krinner

      • ETH Zurich
      • Department of Physics, ETH Zurich, CH-8093 Zurich, Switzerland

    • Nathan Lacroix

      • Department of Physics, ETH Zurich, CH-8093 Zurich, Switzerland

    • Stefania Lazar

      • ETH Zurich
      • Department of Physics, ETH Zurich, CH-8093 Zurich, Switzerland

    • Michael Kerschbaum

      • Department of Physics, ETH Zurich, CH-8093 Zurich, Switzerland
      • ETH Zurich

    • Dante Colao Zanuz

      • Department of Physics, ETH Zurich, CH-8093 Zurich, Switzerland

    • Graham J Norris

      • ETH Zurich
      • Department of Physics, ETH Zurich, CH-8093 Zurich, Switzerland

    • Michael J Hartmann

      • FAU Erlangen
      • Friedrich-Alexander University Erlangen-Nurnberg
      • Department of Physics, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany
      • University Erlangen-Nürnberg
      • Friedrich-Alexander-University

    • Andreas Wallraff

      • ETH Zurich
      • Department of Physics, ETH Zurich, CH-8093 Zurich, Switzerland

    • Christopher Eichler

      • ETH Zurich
      • Department of Physics, ETH Zurich, CH-8093 Zurich, Switzerland

    View abstract →

  • ORAL

    –

    Publication: Realizing Quantum Convolutional Neural Networks on a Superconducting Quantum Processor to Recognize Quantum Phases, J. Herrmann et al, arXiv:2109.05909

    Presenters

    • Nathan A McMahon

      • Friedrich-Alexander University Erlangen-Nuremberg

    Authors

    • Nathan A McMahon

      • Friedrich-Alexander University Erlangen-Nuremberg

    • Petr Zapletal

      • University of Erlangen-Nuremberg
      • Department of Physics, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany

    • Michael J Hartmann

      • FAU Erlangen
      • Friedrich-Alexander University Erlangen-Nurnberg
      • Department of Physics, Friedrich-Alexander University Erlangen-Nürnberg (FAU), Erlangen, Germany
      • University Erlangen-Nürnberg
      • Friedrich-Alexander-University

    View abstract →