Statistical constructions in quantum information theory
- URL: http://arxiv.org/abs/2103.10995v2
- Date: Mon, 13 Feb 2023 18:16:38 GMT
- Title: Statistical constructions in quantum information theory
- Authors: Peter Burton
- Abstract summary: We introduce strategies based on averaging for nonlocal games in quantum information theory.
We prove a theorem that the sets of statistical commuting strategies and statistical spatial strategies are respectively equal to the sets of quantum commuting strategies and quantum spatial strategies for any nonlocal game.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: We introduce a notion of strategies based on averaging for nonlocal games in
quantum information theory. These so-called statistical strategies come in a
commuting type and a more specific spatial type, which are respectively special
cases of the quantum commuting and quantum spatial strategies commonly
considered in the field. We prove a theorem that the sets of statistical
commuting strategies and statistical spatial strategies are respectively equal
to the sets of quantum commuting strategies and quantum spatial strategies for
any nonlocal game. Thus we are able to use the recent negative solution of
Tsirelson's problem to obtain a statistical analog showing that there exists a
nonlocal game where the set of statistical commuting strategies properly
contains the closure of the set of statistical spatial strategies. The proof of
this theorem involves development of statistical replicas for numerous
constructions in quantum information theory, in particular for the Fourier-type
duality between observation structures and dynamical structures. The main point
of the argument is to apply the established theory of approximating unitary
representations of countable discrete groups by ergodic measure preserving
actions of such groups. We note that the relevant groups are nonamenable. We
also give an explicit description of a statistical strategy to win the CHSH
game from Aspect's experiment with a probability exceeding the maximum possible
value for a classical strategy.
Related papers
- Twisted simplicial distributions [0.0]
We leverage the classical theory of simplicial principal bundles, as well as structures on categories of such bundles, to provide powerful computational tools for analyzing twisted distributions.
We use these techniques to analyze our key examples: quantum distributions and operator-theoretic polytopes used in the classical simulation of quantum computation.
arXiv Detail & Related papers (2024-03-28T19:43:28Z) - Spectral chaos bounds from scaling theory of maximally efficient
quantum-dynamical scrambling [49.1574468325115]
A key conjecture about the evolution of complex quantum systems towards an ergodic steady state, known as scrambling, is that this process acquires universal features when it is most efficient.
We develop a single- parameter scaling theory for the spectral statistics in this scenario, which embodies exact self-similarity of the spectral correlations along the complete scrambling dynamics.
We establish that scaling predictions are matched by a privileged process, and serve as bounds for other dynamical scrambling scenarios, allowing one to quantify inefficient or incomplete scrambling on all timescales.
arXiv Detail & Related papers (2023-10-17T15:41:50Z) - On the categorical foundations of quantum information theory: Categories
and the Cramer-Rao inequality [0.0]
An extension of Cencov's categorical description of classical inference theory to the domain of quantum systems is presented.
It provides a novel categorical foundation to the theory of quantum information that embraces both classical and quantum information theory in a natural way.
arXiv Detail & Related papers (2023-09-19T08:45:13Z) - General quantum algorithms for Hamiltonian simulation with applications
to a non-Abelian lattice gauge theory [44.99833362998488]
We introduce quantum algorithms that can efficiently simulate certain classes of interactions consisting of correlated changes in multiple quantum numbers.
The lattice gauge theory studied is the SU(2) gauge theory in 1+1 dimensions coupled to one flavor of staggered fermions.
The algorithms are shown to be applicable to higher-dimensional theories as well as to other Abelian and non-Abelian gauge theories.
arXiv Detail & Related papers (2022-12-28T18:56:25Z) - Advantages of quantum mechanics in the estimation theory [0.0]
In quantum theory, the situation with operators is different due to its non-commutativity nature.
We formulate, with complete generality, the quantum estimation theory for Gaussian states in terms of their first and second moments.
arXiv Detail & Related papers (2022-11-13T18:03:27Z) - Quantum dynamics corresponding to chaotic BKL scenario [62.997667081978825]
Quantization smears the gravitational singularity avoiding its localization in the configuration space.
Results suggest that the generic singularity of general relativity can be avoided at quantum level.
arXiv Detail & Related papers (2022-04-24T13:32:45Z) - Cycle Consistent Probability Divergences Across Different Spaces [38.43511529063335]
Discrepancy measures between probability distributions are at the core of statistical inference and machine learning.
This work proposes a novel unbalanced Monge optimal transport formulation for matching, up to isometries, distributions on different spaces.
arXiv Detail & Related papers (2021-11-22T16:35:58Z) - Quantum simulation of gauge theory via orbifold lattice [47.28069960496992]
We propose a new framework for simulating $textU(k)$ Yang-Mills theory on a universal quantum computer.
We discuss the application of our constructions to computing static properties and real-time dynamics of Yang-Mills theories.
arXiv Detail & Related papers (2020-11-12T18:49:11Z) - Usefulness of adaptive strategies in asymptotic quantum channel discrimination [43.7637825272776]
We investigate the usefulness of adaptive methods in the framework of binary hypothesis testing.
There is a fundamental distinction between adaptive and non-adaptive strategies with respect to the channel uses.
We show that adaptive strategies with classical feedback do not increase the discrimination power of the channel beyond non-adaptive product input strategies.
arXiv Detail & Related papers (2020-11-12T18:40:47Z) - Evaluating the Advantage of Adaptive Strategies for Quantum Channel
Distinguishability [6.345523830122166]
We study the advantage conferred by adaptive strategies in discrimination and distinguishability distillation of generalized amplitude damping channels.
There are significant gaps between what can be accomplished with an adaptive strategy versus a non-adaptive strategy.
arXiv Detail & Related papers (2020-01-15T15:31:39Z) - Local asymptotic equivalence of pure quantum states ensembles and
quantum Gaussian white noise [2.578242050187029]
We analyse the theory of quantum statistical models consisting of ensembles of quantum systems identically prepared in a pure state.
We use the LAE result in order to establish minimax rates for the estimation of pure states belonging to Hermite-Sobolev classes of wave functions.
arXiv Detail & Related papers (2017-05-09T17:48:40Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.