Block-encoding dense and full-rank kernels using hierarchical matrices: applications in quantum numerical linear algebra

Many quantum algorithms for numerical linear algebra assume black-box access to a block-encoding of the matrix of interest, which is a strong assumption when the matrix is not sparse. Kernel matrices, which arise from discretizing a kernel function <mml:math xmlns:mml="http://www.w3.org/1998...

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Bibliographic Details
Main Authors: Nguyen, Quynh T., Kiani, Bobak T., Lloyd, Seth
Format: Article
Language:English
Published: Verein zur Forderung des Open Access Publizierens in den Quantenwissenschaften 2024
Subjects:
Online Access:https://hdl.handle.net/1721.1/153945