Random measurements are almost maximally incompatible
- URL: http://arxiv.org/abs/2507.20600v1
- Date: Mon, 28 Jul 2025 08:11:17 GMT
- Title: Random measurements are almost maximally incompatible
- Abstract summary: We show that for an appropriate choice of parameters, both random dichotomic projective measurements and random basis measurements are close to being maximally incompatible.<n>We use the technique of incompatibility witnesses to certify incompatibility and combine it with tools from random matrices and free probability.
- Score: 1.024113475677323
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: In this work, we investigate the incompatibility of random quantum measurements. Most previous work has focused on characterizing the maximal amount of white noise that any fixed number of incompatible measurements with a fixed number of outcomes in a fixed dimension can tolerate before becoming compatible. This can be used to quantify the maximal amount of incompatibility available in such systems. The present article investigates the incompatibility of several classes of random measurements, i.e., the generic amount of incompatibility available. In particular, we show that for an appropriate choice of parameters, both random dichotomic projective measurements and random basis measurements are close to being maximally incompatible. We use the technique of incompatibility witnesses to certify incompatibility and combine it with tools from random matrices and free probability.
Related papers
- Quantifying randomness with measurement incompatibility [0.0]
We present a trade-off between the amount of observed measurement incompatibility and the capabilities of a classical Eavesdropper.<n>We find a tight connection between steerability and randomness generation in a setting using any finite number of measurement inputs.
arXiv Detail & Related papers (2026-07-09T16:54:26Z) - Multidimensional Uncertainty Quantification via Optimal Transport [87.97146725546502]
We take a multidimensional view on uncertainty quantification (UQ) by stacking complementary UQ measures into a vector.<n>VecUQ-OT shows high efficiency even when individual measures fail.
arXiv Detail & Related papers (2025-09-26T14:09:03Z) - On Equivariant Model Selection through the Lens of Uncertainty [49.137341292207]
Equivariant models leverage prior knowledge on symmetries to improve predictive performance, but misspecified architectural constraints can harm it instead.<n>We compare frequentist (via Conformal Prediction), Bayesian (via the marginal likelihood), and calibration-based measures to naive error-based evaluation.<n>We find that uncertainty metrics generally align with predictive performance, but Bayesian model evidence does so inconsistently.
arXiv Detail & Related papers (2025-06-23T13:35:06Z) - More nonlocality with less incompatibility in higher dimensions: Bell vs prepare-measure scenarios [1.224954637705144]
We show that the violation of the Collins-Gisin-Linden-Massar-Popescu (CGLMP) inequality responds non-monotonically with the amount of incompatibility.
Unlike in the CHSH case, the maximally violating state in higher dimensions depends on the amount of measurement incompatibility.
arXiv Detail & Related papers (2024-11-17T18:55:54Z) - Dimension matters: precision and incompatibility in multi-parameter
quantum estimation models [44.99833362998488]
We study the role of probe dimension in determining the bounds of precision in quantum estimation problems.
We also critically examine the performance of the so-called incompatibility (AI) in characterizing the difference between the Holevo-Cram'er-Rao bound and the Symmetric Logarithmic Derivative (SLD) one.
arXiv Detail & Related papers (2024-03-11T18:59:56Z) - Measurement incompatibility is strictly stronger than disturbance [44.99833362998488]
Heisenberg argued that measurements irreversibly alter the state of the system on which they are acting, causing an irreducible disturbance on subsequent measurements.
This article shows that measurement incompatibility is indeed a sufficient condition for irreversibility of measurement disturbance.
However, we exhibit a toy theory, termed the minimal classical theory (MCT), that is a counterexample for the converse implication.
arXiv Detail & Related papers (2023-05-26T13:47:00Z) - Distributed quantum incompatibility [0.0]
We show that the incompatibility which is gained via additional measurements is upper and lower bounded by certain functions of the incompatibility of subsets of the available measurements.
We discuss the consequences of our results for the nonlocality that can be gained by enlarging the number of measurements in a Bell experiment.
arXiv Detail & Related papers (2023-01-20T16:47:18Z) - Near-Optimal Non-Parametric Sequential Tests and Confidence Sequences
with Possibly Dependent Observations [44.71254888821376]
We provide the first type-I-error and expected-rejection-time guarantees under general non-data generating processes.
We show how to apply our results to inference on parameters defined by estimating equations, such as average treatment effects.
arXiv Detail & Related papers (2022-12-29T18:37:08Z) - Measurement incompatibility and quantum advantage in communication [0.0]
Measurement incompatibility stipulates the existence of quantum measurements that cannot be carried out simultaneously on single systems.
We show that the set of input-output probabilities obtained from d-dimensional classical systems assisted with shared randomness is the same as the set obtained from d-dimensional quantum strategies restricted to compatible measurements with shared randomness in any communication scenario.
arXiv Detail & Related papers (2022-09-29T06:45:01Z) - Incompatibility of observables, channels and instruments in information
theories [68.8204255655161]
We study the notion of compatibility for tests of an operational probabilistic theory.
We show that a theory admits of incompatible tests if and only if some information cannot be extracted without disturbance.
arXiv Detail & Related papers (2022-04-17T08:44:29Z) - Experimentally determining the incompatibility of two qubit measurements [55.41644538483948]
We describe and realize an experimental procedure for assessing the incompatibility of two qubit measurements.
We demonstrate this fact in an optical setup, where the qubit states are encoded into the photons' polarization degrees of freedom.
arXiv Detail & Related papers (2021-12-15T19:01:44Z) - Generalized Sliced Distances for Probability Distributions [47.543990188697734]
We introduce a broad family of probability metrics, coined as Generalized Sliced Probability Metrics (GSPMs)
GSPMs are rooted in the generalized Radon transform and come with a unique geometric interpretation.
We consider GSPM-based gradient flows for generative modeling applications and show that under mild assumptions, the gradient flow converges to the global optimum.
arXiv Detail & Related papers (2020-02-28T04:18:00Z) - A Note on Hierarchy of Quantum Measurement Incompatibilities [0.0]
Quantum measurement incompatibility is a distinctive feature of quantum mechanics.
By using the approach of adding noises to measurement operators we present a complete classification of the incompatibility of a given measurement assemblage with $n$ members.
arXiv Detail & Related papers (2020-01-30T14:04:08Z) - Distributed, partially collapsed MCMC for Bayesian Nonparametrics [68.5279360794418]
We exploit the fact that completely random measures, which commonly used models like the Dirichlet process and the beta-Bernoulli process can be expressed as, are decomposable into independent sub-measures.
We use this decomposition to partition the latent measure into a finite measure containing only instantiated components, and an infinite measure containing all other components.
The resulting hybrid algorithm can be applied to allow scalable inference without sacrificing convergence guarantees.
arXiv Detail & Related papers (2020-01-15T23:10:13Z) - Incompatibility probability of random quantum measurements [3.7298088649201353]
Incompatibility of quantum measurements is of fundamental importance in quantum mechanics.
We study the necessary and sufficient conditions of quantum compatibility for a given collection of $n$ measurements in $d$-dimensional space.
arXiv Detail & Related papers (2019-12-27T19:44:26Z)
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.