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06/02/2021
Single-component gradient rules for variational quantum algorithms
Many near-term quantum computing algorithms are conceived as variational...
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05/05/2021
Training Quantum Embedding Kernels on Near-Term Quantum Computers
Kernel methods are a cornerstone of classical machine learning. The idea...
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03/22/2020
Evaluation of Parameterized Quantum Circuits: on the design, and the relation between classification accuracy, expressibility and entangling capability
Quantum computers promise improvements in terms of both computational sp...
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12/12/2019