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Maria Schuld

Better than classical? The subtle art of benchmarking quantum machine learning models

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Mar 14, 2024
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Quantum machine learning models are kernel methods

Jan 26, 2021
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The effect of data encoding on the expressive power of variational quantum machine learning models

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Aug 19, 2020
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Transfer learning in hybrid classical-quantum neural networks

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Dec 17, 2019
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Stochastic gradient descent for hybrid quantum-classical optimization

Oct 02, 2019
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PennyLane: Automatic differentiation of hybrid quantum-classical computations

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Nov 12, 2018
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Continuous-variable quantum neural networks

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Jun 18, 2018
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Quantum ensembles of quantum classifiers

Apr 07, 2017
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Simulating a perceptron on a quantum computer

Dec 11, 2014
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