Quantum inference on Bayesian networks

Performing exact inference on Bayesian networks is known to be #P-hard. Typically approximate inference techniques are used instead to sample from the distribution on query variables given the values e of evidence variables. Classically, a single unbiased sample is obtained from a Bayesian network o...

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Bibliographic Details
Main Authors: Low, Guang Hao, Yoder, Theodore James, Chuang, Isaac L.
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:English
Published: American Physical Society 2014
Online Access:http://hdl.handle.net/1721.1/88648
https://orcid.org/0000-0001-7296-523X
https://orcid.org/0000-0002-6211-982X
https://orcid.org/0000-0001-9614-2836