APS March Meeting 2019
Volume 64, Number 2
Monday–Friday, March 4–8, 2019;
Boston, Massachusetts
Session Index
Session K27: Quantum Machine Learning II
Focus Session
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Show Abstracts |
Sponsoring Units: DQI
Chair: Maria Schuld, University of KwaZulu-Natal
Room: BCEC 160C
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Wednesday, March 6, 2019
8:00AM - 8:12AM
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K27.00001: The Impact of Quantum Noise in Neuromorphic Systems
Gerasimos Angelatos, Hakan Tureci
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Wednesday, March 6, 2019
8:12AM - 8:24AM
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K27.00002: Performance of the Quantum Approximate Optimization Algorithm on the Maximum Cut Problem
Gavin Crooks, Nicholas C Rubin
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Wednesday, March 6, 2019
8:24AM - 8:36AM
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K27.00003: Machine Learning Detection of Bell Nonlocality in Quantum Many-Body Systems
Dong-Ling Deng
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Wednesday, March 6, 2019
8:36AM - 8:48AM
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K27.00004: Benchmarking superconducting qubits with generative model learning
Kathleen Hamilton, Eugen Dumitrescu, Holly Stemp, Raphael Pooser
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Wednesday, March 6, 2019
8:48AM - 9:00AM
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K27.00005: Local-measurement-based quantum state tomography via neural networks
Bei Zeng
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Wednesday, March 6, 2019
9:00AM - 9:12AM
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K27.00006: Variational Quantum Neural Programming
Pierre-Luc Dallaire-Demers
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Wednesday, March 6, 2019
9:12AM - 9:48AM
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K27.00007: Quantum machine learning: Challenges and Opportunities
Invited Speaker:
Leonard Wossnig
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Wednesday, March 6, 2019
9:48AM - 10:00AM
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K27.00008: A Universal Training Algorithm for Quantum Deep Learning
Guillaume Verdon, Jason Pye, Michael Broughton
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Wednesday, March 6, 2019
10:00AM - 10:12AM
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K27.00009: Quantum-classical reinforcement parity learning from noisy classical data
Daniel Kyungdeock Park, Jonghun Park, Suhwang Jeong, Jeongseok Ha, June-Koo(KEVIN) RHEE
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Wednesday, March 6, 2019
10:12AM - 10:24AM
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K27.00010: Estimating quantum circuit probabilities and Hamiltonian properties using amplitude estimation
Hammam Qassim
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