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04/19/2023
Quantum Kernel Alignment with Stochastic Gradient Descent
Quantum support vector machines have the potential to achieve a quantum ...
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02/28/2022
The complexity of quantum support vector machines
Quantum support vector machines employ quantum circuits to define the ke...
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12/09/2021
Effective dimension of machine learning models
Making statements about the performance of trained models on tasks invol...
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10/30/2020
The power of quantum neural networks
Fault-tolerant quantum computers offer the promise of dramatically impro...
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06/08/2020
Quantum Legendre-Fenchel Transform
We present a quantum algorithm to compute the discrete Legendre-Fenchel ...
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09/11/2019