Bulletin of the American Physical Society
APS March Meeting 2020
Volume 65, Number 1
Monday–Friday, March 2–6, 2020; Denver, Colorado
Session W17: Quantum Machine Learning II
8:00 AM–11:00 AM,
Friday, March 6, 2020
Room: 203
Sponsoring
Unit:
DQI
Chair: Yariv Yanay, Laboratory for Physical Sciences
Abstract: W17.00003 : A Path Towards Obtaining Quantum Advantage in Training Classical Deep Generative Models with Quantum Priors*
Presenter:
Walter Vinci
(NASA Ames Research Center)
Authors:
Walter Vinci
(NASA Ames Research Center)
Lorenzo Buffoni
(University of Florence)
Hossein Sadeghi
(D-Wave Systems Inc.)
Daniel O'Connor
(University College London)
Evgeny Andriyash
(D-Wave Systems Inc.)
Mohammad Amin
(D-Wave Systems Inc.)
*We are grateful for support from NASA Ames Research Center. We also appreciate support from the AFRL Information Directorate under grant F4HBKC4162G001 and the Intelligence Advanced Research Projects Activity (IARPA), via IAA 145483. The views and conclusions contained herein are those of the authors and should not be interpreted as necessarily representing the official policies or endorsements, either expressed or implied, of IARPA, AFRL, or the U.S. Government. The U.S. Government is authorized to reproduce and distribute reprints for Governmental purpose notwithstanding any copyright annotation thereon.
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