Certifying the activation of Bell nonlocality with finite data
- URL: http://arxiv.org/abs/2305.03748v2
- Date: Sun, 08 Jun 2025 15:55:10 GMT
- Title: Certifying the activation of Bell nonlocality with finite data
- Authors: Jonathan Steinberg, H. Chau Nguyen, Matthias Kleinmann,
- Abstract summary: We introduce a confidence polytope in the form of a hyperoctahedron to verify whether a quantum state admits a local hidden state model.<n>We find that a statistically rigorous certification of hidden Bell nonlocality needs of the order of $109$ samples.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: The activation of Bell nonlocality is a protocol that enables the violation of a Bell inequality from a system that initially did not allow for any such violation because the state of the system was Bell-local. This activation of hidden Bell nonlocality has been demonstrated in experiments; however, while the certification of Bell nonlocality is conceptional straightforward, a statistically rigorous verification that the initial state is Bell-local has not yet been achieved. This is due to two key obstacles: The lack of a method to establish a suitable confidence region from the measured data and the need for an efficient technique to verify Bell locality of all states within the confidence region. In this work, we address both challenges. We introduce a confidence polytope in the form of a hyperoctahedron and provide a computationally efficient method to verify whether a quantum state admits a local hidden state model, thus being unsteerable and, consequently, Bell-local. Using these methods, we find that a statistically rigorous certification of hidden Bell nonlocality needs of the order of $10^9$ samples.
Related papers
- Catalytic Activation of Bell Nonlocality [0.0]
We show that Bell nonlocality can be activated for certain Bell-local states via a catalytic process.<n>We present a protocol where a Bell-local state, combined with a catalyst, is transformed into a Bellnonlocal state while the catalyst is returned exactly in its initial state.
arXiv Detail & Related papers (2025-04-02T18:02:44Z) - Experimental Test of Nonlocality Limits from Relativistic Independence [0.0]
We show the existence of a fundamental limit on the extent of quantum correlations.
Our results shed light on the profound role of uncertainty in both enabling and balancing them.
arXiv Detail & Related papers (2025-01-10T23:29:00Z) - Bounding the Sample Fluctuation for Pure States Certification with Local Random Measurement [4.923287660970805]
Recent advancements in randomized measurement techniques have provided fresh insights in this area.
We investigate the fundamental properties of schemes that certify pure quantum states through random local Haar measurements.
Our results unveil the intrinsic interplay between operator complexity and the efficiency of quantum algorithms, serving as an obstacle to local certification of pure states with long-range entanglement.
arXiv Detail & Related papers (2024-10-22T02:26:44Z) - Improved Nonlocality Certification via Bouncing between Bell Operators and Inequalities [13.300570265298983]
We present an optimization scheme to improve nonlocality certification.
We show that several Hamiltonian models can be mapped to new inequalities with improved classical bounds.
We apply this technique to an XXZ-like honeycomb-lattice model utilizing over 70 superconducting qubits.
arXiv Detail & Related papers (2024-07-17T06:47:22Z) - Quantum steering from phase measurements with limited resources [0.20616237122336117]
Quantum steering captures the ability of one party, Alice, to control through quantum correlations the state at a distant location.
Our results provide guidelines to apply such a metrological approach to the validation of quantum channels.
arXiv Detail & Related papers (2024-01-30T20:37:00Z) - Enhanced Entanglement in the Measurement-Altered Quantum Ising Chain [46.99825956909532]
Local quantum measurements do not simply disentangle degrees of freedom, but may actually strengthen the entanglement in the system.
This paper explores how a finite density of local measurement modifies a given state's entanglement structure.
arXiv Detail & Related papers (2023-10-04T09:51:00Z) - Hierarchical certification of nonclassical network correlations [50.32788626697182]
We derive linear and nonlinear Bell-like inequalities for networks, whose violation certifies the absence of a minimum number of classical sources in them.
We insert this assumption, which leads to results more amenable to certification in experiments.
arXiv Detail & Related papers (2023-06-27T18:00:01Z) - Classical Verification of Quantum Learning [42.362388367152256]
We develop a framework for classical verification of quantum learning.
We propose a new quantum data access model that we call "mixture-of-superpositions" quantum examples.
Our results demonstrate that the potential power of quantum data for learning tasks, while not unlimited, can be utilized by classical agents.
arXiv Detail & Related papers (2023-06-08T00:31:27Z) - Quantum Conformal Prediction for Reliable Uncertainty Quantification in
Quantum Machine Learning [47.991114317813555]
Quantum models implement implicit probabilistic predictors that produce multiple random decisions for each input through measurement shots.
This paper proposes to leverage such randomness to define prediction sets for both classification and regression that provably capture the uncertainty of the model.
arXiv Detail & Related papers (2023-04-06T22:05:21Z) - Experimental full network nonlocality with independent sources and
strict locality constraints [59.541438315564854]
Nonlocality in networks gives rise to phenomena radically different from that in standard Bell scenarios.
We experimentally observe full network nonlocality in a network where the source-independence, locality, and measurement-independence loopholes are closed.
Our experiment violates known inequalities characterizing non-full network nonlocal correlations by over five standard deviations.
arXiv Detail & Related papers (2023-02-05T20:03:58Z) - Complete characterization of quantum correlations by randomized
measurements [0.832184180529969]
We provide a method to measure any locally invariant property of quantum states using locally randomized measurements.
We implement these methods experimentally using pairs of entangled photons, characterizing their usefulness for quantum teleportation.
Our results can be applied to various quantum computing platforms, allowing simple analysis of correlations between arbitrary distant qubits.
arXiv Detail & Related papers (2022-12-15T15:22:28Z) - Synchronized Bell protocol for detecting non-locality between modes of
light [0.0]
We discuss a possible detection of non-locality in two-mode light states in the Bell protocol.
We show that non-locality cannot be detected if the phases of displacements are unknown.
arXiv Detail & Related papers (2022-10-11T11:05:31Z) - Physical interpretation of nonlocal quantum correlation through local
description of subsystems [19.542805787744133]
We propose the physical interpretation of nonlocal quantum correlation between two systems.
Different nonlocal quantum correlations can be discriminated from a single uncertainty relation derived under local hidden state (LHS)-LHS model only.
arXiv Detail & Related papers (2022-10-01T10:13:40Z) - Improved Quantum Algorithms for Fidelity Estimation [77.34726150561087]
We develop new and efficient quantum algorithms for fidelity estimation with provable performance guarantees.
Our algorithms use advanced quantum linear algebra techniques, such as the quantum singular value transformation.
We prove that fidelity estimation to any non-trivial constant additive accuracy is hard in general.
arXiv Detail & Related papers (2022-03-30T02:02:16Z) - Quantum Local Differential Privacy and Quantum Statistical Query Model [0.7673339435080445]
Quantum statistical queries provide a theoretical framework for investigating the computational power of a learner with limited quantum resources.
In this work, we establish an equivalence between quantum statistical queries and quantum differential privacy in the local model.
We consider the task of quantum multi-party computation under local differential privacy.
arXiv Detail & Related papers (2022-03-07T18:38:02Z) - Experimental investigation of quantum uncertainty relations with
classical shadows [7.675613458661457]
We experimentally investigate quantum uncertainty relations construed with relative entropy of coherence.
We prepare a family of quantum states whose purity can be fully controlled.
Our results indicate the tightness of quantum coherence lower bounds dependents on the reference bases as well as the purity of quantum state.
arXiv Detail & Related papers (2022-02-14T00:26:31Z) - Device-independent and semi-device-independent entanglement
certification in broadcast Bell scenarios [0.0]
We prove new results related to the activation of Bell nonlocality.
We then study device-independent entanglement certification in the broadcast scenario.
Our results pave the way for broadcast-based device-dependent and semi-device-independent protocols.
arXiv Detail & Related papers (2021-11-11T18:17:04Z) - Single-photon nonlocality in quantum networks [55.41644538483948]
We show that the nonlocality of single-photon entangled states can nevertheless be revealed in a quantum network made only of beamsplitters and photodetectors.
Our results show that single-photon entanglement may constitute a promising solution to generate genuine network-nonlocal correlations useful for Bell-based quantum information protocols.
arXiv Detail & Related papers (2021-08-03T20:13:24Z) - Full network nonlocality [68.8204255655161]
We introduce the concept of full network nonlocality, which describes correlations that necessitate all links in a network to distribute nonlocal resources.
We show that the most well-known network Bell test does not witness full network nonlocality.
More generally, we point out that established methods for analysing local and theory-independent correlations in networks can be combined in order to deduce sufficient conditions for full network nonlocality.
arXiv Detail & Related papers (2021-05-19T18:00:02Z) - Quantum Causal Inference in the Presence of Hidden Common Causes: an
Entropic Approach [34.77250498401055]
We put forth a new theoretical framework for merging quantum information science and causal inference by exploiting entropic principles.
We apply our proposed framework to an experimentally relevant scenario of identifying message senders on quantum noisy links.
This approach can lay the foundations of identifying originators of malicious activity on future multi-node quantum networks.
arXiv Detail & Related papers (2021-04-24T22:45:50Z) - Robust phase estimation of Gaussian states in the presence of outlier
quantum states [21.22196305592545]
We first present a statistical framework of robust statistics in a quantum system to handle outlier quantum states.
We then apply the method of M-estimators to suppress untrusted measurement outcomes due to outlier quantum states.
arXiv Detail & Related papers (2020-08-05T04:57:02Z) - Detecting many-body Bell non-locality by solving Ising models [0.0]
We show that an arbitrary set of quantum data is compatible with a local theory, if not, it delivers a many-body Bell inequality violated by the quantum data.
We use our approach to unveil new many-body Bell inequalities, violated by suitable measurements on paradigmatic quantum states.
arXiv Detail & Related papers (2020-04-16T17:40:04Z) - Quantum Mechanical description of Bell's experiment assumes Locality [91.3755431537592]
Bell's experiment description assumes the (Quantum Mechanics-language equivalent of the classical) condition of Locality.
This result is complementary to a recently published one demonstrating that non-Locality is necessary to describe said experiment.
It is concluded that, within the framework of Quantum Mechanics, there is absolutely no reason to believe in the existence of non-Local effects.
arXiv Detail & Related papers (2020-02-27T15:04:08Z) - Einselection from incompatible decoherence channels [62.997667081978825]
We analyze an open quantum dynamics inspired by CQED experiments with two non-commuting Lindblad operators.
We show that Fock states remain the most robust states to decoherence up to a critical coupling.
arXiv Detail & Related papers (2020-01-29T14:15:19Z) - Using Randomness to decide among Locality, Realism and Ergodicity [91.3755431537592]
An experiment is proposed to find out, or at least to get an indication about, which one is false.
The results of such experiment would be important not only to the foundations of Quantum Mechanics.
arXiv Detail & Related papers (2020-01-06T19:26:32Z)
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.