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Asymptotic Expansions of Laplace Integrals for Quantum State Tomography

Authors: Pierre Six, Pierre Rouchon, in Feedback Stabilization of Controlled Dynamical Systems, pp. 307-327, Nicolas Petit Ed., Vol. 473 in Lecture Notes in Control and Information Sciences, Springer-Verlag, March 24 2017. DOI: 10.1007/978-3-319-51298-3_12
Bayesian estimation of a mixed quantum state can be approximated via maximum likelihood (MaxLike) estimation when the likelihood function is sharp around its maximum. Such approximations rely on asymptotic expansions of multi-dimensional Laplace integrals. When this maximum is on the boundary of the integration domain, as is the case when the MaxLike quantum state is not full rank, such expansions are not standard. We provide here such expansions, even when this maximum does not lie on the smooth part of the boundary, as in the case when the rank deficiency exceeds two. Aside from the MaxLike estimate of the quantum state, these expansions provide confidence intervals for any observable. They confirm the formula proposed and used without precise mathematical justifications by the authors in an article recently published in Physical Review A.
BibTeX
@Incollection{2017-05-26,
author = {Pierre Six, Pierre Rouchon},
title = {Asymptotic Expansions of Laplace Integrals for Quantum State Tomography},
booktitle = {Feedback Stabilization of Controlled Dynamical Systems},
editor = {Petit, Nicolas},
publisher = {Springer-Verlag},
address = {},
pages = {307-327},
year = {2017},
abstract = {Bayesian estimation of a mixed quantum state can be approximated via maximum likelihood (MaxLike) estimation when the likelihood function is sharp around its maximum. Such approximations rely on asymptotic expansions of multi-dimensional Laplace integrals. When this maximum is on the boundary of the integration domain, as is the case when the MaxLike quantum state is not full rank, such expansions are not standard. We provide here such expansions, even when this maximum does not lie on the smooth part of the boundary, as in the case when the rank deficiency exceeds two. Aside from the MaxLike estimate of the quantum state, these expansions provide confidence intervals for any observable. They confirm the formula proposed and used without precise mathematical justifications by the authors in an article recently published in Physical Review A.},
keywords = {}}
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