Self-testing in a constrained prepare-measure scenario sans assuming quantum dimension
- URL: http://arxiv.org/abs/2505.19581v1
- Date: Mon, 26 May 2025 06:55:02 GMT
- Title: Self-testing in a constrained prepare-measure scenario sans assuming quantum dimension
- Authors: Ritesh K. Singh, Souradeep Sasmal, S. Nautiyal, A. K. Pan,
- Abstract summary: We present a device-independent (DI) self-testing protocol in a constrained prepare-measure scenario.<n>We derive the optimal quantum success probability in the POM task devoid of assuming the dimension of the quantum system.
- Score: 0.0
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: We present a device-independent (DI) self-testing protocol in a constrained prepare-measure scenario, based on the $n-$bit parity-oblivious multiplexing (POM) task. In this scenario, a parity-oblivious constraint is imposed on the preparations, allowing us to define a classical bound derived from a preparation noncontextual ontological model. We derive the optimal quantum success probability in the POM task devoid of assuming the dimension of the quantum system, an essential step towards DI self-testing, which has hitherto not been demonstrated in prepare-measure scenario. We demonstrate that the optimal quantum value exceeds preparation noncontextual bound and, as a result, this establishes DI self-testing of the preparations and the measurement devices. Furthermore, by explicitly constructing the required unitaries, we show that the optimal preparations and measurements in an unknown but finite dimensional Hilbert space, responsible for the observed input-output correlations, can be mapped, via an unitary, onto a known finite-dimensional quantum system. Our results thus pave the way for scalable, single system based DI certification protocols in the prepare-measure scenario.
Related papers
- SConU: Selective Conformal Uncertainty in Large Language Models [59.25881667640868]
We propose a novel approach termed Selective Conformal Uncertainty (SConU)<n>We develop two conformal p-values that are instrumental in determining whether a given sample deviates from the uncertainty distribution of the calibration set at a specific manageable risk level.<n>Our approach not only facilitates rigorous management of miscoverage rates across both single-domain and interdisciplinary contexts, but also enhances the efficiency of predictions.
arXiv Detail & Related papers (2025-04-19T03:01:45Z) - Towards minimal self-testing of qubit states and measurements in prepare-and-measure scenarios [0.0]
Self-testing is a promising approach to certifying quantum states or measurements.
We show how to self-test any four- (three-) outcome extremal positive operator-valued measure using a linear witness.
One of our constructions achieves self-testing of any number of states with the help of as many projective measurements.
arXiv Detail & Related papers (2024-06-12T21:47:19Z) - Measurement-Device-Independent Detection of Beyond-Quantum State [53.64687146666141]
We propose a measurement-device-independent (MDI) test for beyond-quantum state detection.
We discuss the importance of tomographic completeness of the input sets to the detection.
arXiv Detail & Related papers (2023-12-11T06:40:13Z) - Score Matching-based Pseudolikelihood Estimation of Neural Marked
Spatio-Temporal Point Process with Uncertainty Quantification [59.81904428056924]
We introduce SMASH: a Score MAtching estimator for learning markedPs with uncertainty quantification.
Specifically, our framework adopts a normalization-free objective by estimating the pseudolikelihood of markedPs through score-matching.
The superior performance of our proposed framework is demonstrated through extensive experiments in both event prediction and uncertainty quantification.
arXiv Detail & Related papers (2023-10-25T02:37:51Z) - Self-testing in prepare-and-measure scenarios and a robust version of Wigner's theorem [0.0]
We consider communication scenarios where one party sends quantum states of known dimensionality $D$, prepared with an untrusted apparatus, to another, distant party.<n>We prove that, for any ensemble of reference pure quantum states, there exists one such prepare-and-measure scenario and a linear functional $W$ on its observed measurement probabilities.
arXiv Detail & Related papers (2023-06-01T14:27:24Z) - PreQuant: A Task-agnostic Quantization Approach for Pre-trained Language
Models [52.09865918265002]
We propose a novel quantize before fine-tuning'' framework, PreQuant.
PreQuant is compatible with various quantization strategies, with outlier-aware fine-tuning incorporated to correct the induced quantization error.
We demonstrate the effectiveness of PreQuant on the GLUE benchmark using BERT, RoBERTa, and T5.
arXiv Detail & Related papers (2023-05-30T08:41:33Z) - Robust and efficient verification of graph states in blind
measurement-based quantum computation [52.70359447203418]
Blind quantum computation (BQC) is a secure quantum computation method that protects the privacy of clients.
It is crucial to verify whether the resource graph states are accurately prepared in the adversarial scenario.
Here, we propose a robust and efficient protocol for verifying arbitrary graph states with any prime local dimension.
arXiv Detail & Related papers (2023-05-18T06:24:45Z) - 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) - Deterministic constant-depth preparation of the AKLT state on a quantum
processor using fusion measurements [0.2007262412327553]
The ground state of the spin-1 Affleck, Kennedy, Lieb and TasakiAKLT model is a paradigmatic example of both a matrix product state and a symmetry-protected topological phase.
Having a nonzero correlation length, the AKLT state cannot be exactly prepared by a constant-depth unitary circuit composed of local gates.
We demonstrate that this no-go limit can be evaded by augmenting a constant-depth circuit with fusion measurements.
arXiv Detail & Related papers (2022-10-31T17:58:01Z) - Sample-efficient device-independent quantum state verification and
certification [68.8204255655161]
Authentication of quantum sources is a crucial task in building reliable and efficient protocols for quantum-information processing.
We develop a systematic approach to device-independent verification of quantum states free of IID assumptions in the finite copy regime.
We show that device-independent verification can be performed with optimal sample efficiency.
arXiv Detail & Related papers (2021-05-12T17:48:04Z) - Self-testing of binary Pauli measurements requiring neither entanglement
nor any dimensional restriction [0.0]
We propose a self-testing protocol for certifying binary Pauli measurements employing the violation of a Leggett-Garg inequality.
Unlike previously proposed self-testing protocols in the prepare and measure scenario, our approach requires neither dimensional restrictions, nor other stringent assumptions on the type of measurements.
arXiv Detail & Related papers (2020-12-14T14:38:42Z) - A universal scheme for robust self-testing in the prepare-and-measure
scenario [0.0]
We consider the problem of certification of arbitrary ensembles of pure states and projective measurements.
We propose a universal and intuitive scheme based on establishing perfect correlations between target states and suitably-chosen projective measurements.
arXiv Detail & Related papers (2020-03-02T17:06:06Z)
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.