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Nathan Wiebe

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Quantum Model Learning Agent: characterisation of quantum systems through machine learning

Dec 15, 2021
Brian Flynn, Antonio Andreas Gentile, Nathan Wiebe, Raffaele Santagati, Anthony Laing

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Entanglement Induced Barren Plateaus

Oct 29, 2020
Carlos Ortiz Marrero, Mária Kieferová, Nathan Wiebe

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Learning models of quantum systems from experiments

Feb 14, 2020
Antonio A. Gentile, Brian Flynn, Sebastian Knauer, Nathan Wiebe, Stefano Paesani, Christopher E. Granade, John G. Rarity, Raffaele Santagati, Anthony Laing

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Generative training of quantum Boltzmann machines with hidden units

May 23, 2019
Nathan Wiebe, Leonard Wossnig

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Quantum Machine Learning

May 10, 2018
Jacob Biamonte, Peter Wittek, Nicola Pancotti, Patrick Rebentrost, Nathan Wiebe, Seth Lloyd

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Experimental Phase Estimation Enhanced By Machine Learning

Dec 20, 2017
Alessandro Lumino, Emanuele Polino, Adil S. Rab, Giorgio Milani, Nicolò Spagnolo, Nathan Wiebe, Fabio Sciarrino

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Pattern recognition techniques for Boson Sampling validation

Dec 19, 2017
Iris Agresti, Niko Viggianiello, Fulvio Flamini, Nicolò Spagnolo, Andrea Crespi, Roberto Osellame, Nathan Wiebe, Fabio Sciarrino

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Hardening Quantum Machine Learning Against Adversaries

Nov 17, 2017
Nathan Wiebe, Ram Shankar Siva Kumar

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Quantum Perceptron Models

Feb 15, 2016
Nathan Wiebe, Ashish Kapoor, Krysta M Svore

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Partial Reinitialisation for Optimisers

Dec 09, 2015
Ilia Zintchenko, Matthew Hastings, Nathan Wiebe, Ethan Brown, Matthias Troyer

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