Adaptive quantum simulated annealing for Bayesian inference and estimating partition functions

Copyright © 2020 by SIAM Markov chain Monte Carlo algorithms have important applications in counting problems and in machine learning problems, settings that involve estimating quantities that are difficult to compute exactly. How much can quantum computers speed up classical Markov chain algorithms...

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Bibliographic Details
Main Authors: Harrow, Aram W., Wei, Annie Y.
Other Authors: Massachusetts Institute of Technology. Center for Theoretical Physics
Format: Article
Language:English
Published: Society for Industrial and Applied Mathematics 2022
Online Access:https://hdl.handle.net/1721.1/132521.2