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Hsin-Yuan Huang

Improved machine learning algorithm for predicting ground state properties

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Jan 30, 2023
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Hardware-efficient learning of quantum many-body states

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Dec 12, 2022
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Learning to predict arbitrary quantum processes

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Oct 27, 2022
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The Complexity of NISQ

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Oct 13, 2022
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Learning many-body Hamiltonians with Heisenberg-limited scaling

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Oct 06, 2022
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Foundations for learning from noisy quantum experiments

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Apr 28, 2022
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Dynamical simulation via quantum machine learning with provable generalization

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Apr 21, 2022
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Out-of-distribution generalization for learning quantum dynamics

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Apr 21, 2022
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Revisiting dequantization and quantum advantage in learning tasks

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Dec 06, 2021
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Quantum advantage in learning from experiments

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Dec 01, 2021
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