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Pooya Ronagh
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Neural Error Mitigation of Near-Term Quantum Simulations


May 17, 2021
Elizabeth R. Bennewitz, Florian Hopfmueller, Bohdan Kulchytskyy, Juan Carrasquilla, Pooya Ronagh

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* 18 pages, 4 main figures, 6 supplementary figures, 1 supplementary table 
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Smooth Structured Prediction Using Quantum and Classical Gibbs Samplers


Oct 01, 2018
Behrooz Sepehry, Ehsan Iranmanesh, Michael P. Friedlander, Pooya Ronagh

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Deep neural decoders for near term fault-tolerant experiments


Apr 06, 2018
Christopher Chamberland, Pooya Ronagh

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* Quantum Science and Technology, vol. 3, no. 4, p. 044002, (2018) 
 * 26 pages, 8 tables, 28 figures. Comments welcome! v2 includes fixes to minor typos and expanded discussions 
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Free energy-based reinforcement learning using a quantum processor


May 29, 2017
Anna Levit, Daniel Crawford, Navid Ghadermarzy, Jaspreet S. Oberoi, Ehsan Zahedinejad, Pooya Ronagh

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Reinforcement Learning Using Quantum Boltzmann Machines


Dec 25, 2016
Daniel Crawford, Anna Levit, Navid Ghadermarzy, Jaspreet S. Oberoi, Pooya Ronagh

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