APS March Meeting 2020
Volume 65, Number 1
Monday–Friday, March 2–6, 2020;
Denver, Colorado
Session Index
Session W17: Quantum Machine Learning II
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Sponsoring Units: DQI
Chair: Yariv Yanay, Laboratory for Physical Sciences
Room: 203
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W17.00001: Advances in Quantum Reinforcement Learning
Invited Speaker:
Vedran Dunjko
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W17.00002: Artificial Spiking Quantum Neural Networks
Lasse Kristensen, Matthias Degroote, Peter Wittek, Alan Aspuru-Guzik, Nikolaj T Zinner
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W17.00003: A Path Towards Obtaining Quantum Advantage in Training Classical Deep Generative Models with Quantum Priors
Walter Vinci, Lorenzo Buffoni, Hossein Sadeghi, Daniel O'Connor, Evgeny Andriyash, Mohammad Amin
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W17.00004: Experimental demonstration of quantum-enhanced machine learning in NV center system
Wengang Zhang, Xiaolong Ouyang, Xianzhi Huang, Dongling Deng, Luming Duan
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W17.00005: Cost function embedding and dataset encoding for machine learning with parameterized quantum circuits
Shuxiang Cao, Leonard P Wossnig, Brian Vlastakis, Peter J Leek, Edward Grant
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W17.00006: Physical-Layer Supervised Learning Assisted by an Entangled Sensor Network
Quntao Zhuang, Zheshen Zhang
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W17.00007: Quantum-inspired nonlocal parallel tempering with approximate tensor network contractions
Masoud Mohseni, Daniel Eppens, Marek M Rams, Sergio Boixo, Hartmut Neven
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W17.00008: Generative quantum models over tensor network architectures
Khadijeh Najafi, Ahmadreza Azizi, Carlos Fuertes, Miles Stoudenmire, Masoud Mohseni
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W17.00009: RNN-VQE: a machine learning approach to generating variational ansatze
Ada Warren, Linghua Zhu, Ho Lun Tang, Khadijeh Najafi, Edwin Barnes, Sophia E. Economou
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W17.00010: Measuring Correlation Scaling in Images via Logistic Regression
Ian Convy, William Huggins, Birgitta K Whaley
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W17.00011: Quantum neural network for generating quantum states
Rongxin Xia, Sabre Kais
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W17.00012: Gauge Enhanced Quantum Criticality and Time Reversal Domain Wall: SU(2) Yang-Mills Dynamics with Topological Terms
Yunqin Zheng, Yizhuang You, Juven C Wang
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W17.00013: Robust Decomposition of Quantum States
Jonathan Moussa
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