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04/01/2018
A note on state preparation for quantum machine learning
The intersection between the fields of machine learning and quantum info...
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03/28/2018
Quantum algorithms for training Gaussian Processes
Gaussian processes (GPs) are important models in supervised machine lear...
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09/06/2017
Quantum Advantage from Conjugated Clifford Circuits
A well-known result of Gottesman and Knill states that Clifford circuits...
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12/12/2015
Quantum assisted Gaussian process regression
Gaussian processes (GP) are a widely used model for regression problems ...
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06/04/2012