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01/27/2022
Quantum algorithm for dense kernel matrices using hierarchical splitting
Kernel matrices, which arise from discretizing a kernel function k(x,x')...
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01/08/2021
Quantum Earth Mover's Distance: A New Approach to Learning Quantum Data
Quantifying how far the output of a learning algorithm is from its targe...
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04/04/2020
Quantum Medical Imaging Algorithms
A central task in medical imaging is the reconstruction of an image or f...
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01/31/2020
Learning Unitaries by Gradient Descent
We study the hardness of learning unitary transformations by performing ...
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12/25/2018
