DQI Invited Session: Machine Learning and Quantum Physics

Presentations

• Machine learning quantum states in the NISQ era

  Invited

  March 6, 2020, 11:15 AM – March 6, 2020, 11:51 AM

  Presenters

  • Roger Melko

    • University of Waterloo

  Authors

  • Roger Melko

    • University of Waterloo

  View abstract →

• About that useful little corner of Hilbert space and its neural network representations

  Invited

  March 6, 2020, 11:51 AM – March 6, 2020, 12:27 PM

  Presenters

  • Giuseppe Carleo

    • Center for Computational Quantum Physics, Flatiron Institute
    • Flatiron Institute

  Authors

  • Giuseppe Carleo

    • Center for Computational Quantum Physics, Flatiron Institute
    • Flatiron Institute

  View abstract →

• Machine Learning and Quantum

  Invited

  March 6, 2020, 12:27 PM – March 6, 2020, 1:03 PM

  Presenters

  • Pengfei Zhang

    • Caltech
    • Institute for Quantum Information and Matter, California Institute of Technology
    • Tsinghua University

  Authors

  • Pengfei Zhang

    • Caltech
    • Institute for Quantum Information and Matter, California Institute of Technology
    • Tsinghua University

  View abstract →

• Machine Learning with Tensor Networks

  Invited

  March 6, 2020, 1:03 PM – March 6, 2020, 1:39 PM

  Presenters

  • Edwin Stoudenmire

    • CCQ, Flatiron Institute

  Authors

  • Edwin Stoudenmire

    • CCQ, Flatiron Institute

  View abstract →