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09/04/2023
Soft-Dropout: A Practical Approach for Mitigating Overfitting in Quantum Convolutional Neural Networks
Quantum convolutional neural network (QCNN), an early application for qu...
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04/14/2021
Fast quantum state reconstruction via accelerated non-convex programming
We propose a new quantum state reconstruction method that combines ideas...
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11/09/2020
Estimating expectation values using approximate quantum states
We introduce an approximate description of an N-qubit state, which conta...
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06/06/2018
Implicit regularization and solution uniqueness in over-parameterized matrix sensing
We consider whether algorithmic choices in over-parameterized linear mat...
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11/04/2017