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Brian Coyle

Training-efficient density quantum machine learning

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May 30, 2024
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Machine learning applications for noisy intermediate-scale quantum computers

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May 19, 2022
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Graph neural network initialisation of quantum approximate optimisation

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Nov 04, 2021
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F-Divergences and Cost Function Locality in Generative Modelling with Quantum Circuits

Oct 08, 2021
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Variational inference with a quantum computer

Mar 11, 2021
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Variational Quantum Cloning: Improving Practicality for Quantum Cryptanalysis

Dec 21, 2020
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Quantum versus Classical Generative Modelling in Finance

Aug 03, 2020
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Robust data encodings for quantum classifiers

Mar 03, 2020
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The Born Supremacy: Quantum Advantage and Training of an Ising Born Machine

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Apr 03, 2019
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