Graph-Theoretic Framework for Self-Testing in Bell Scenarios

TL;DR

This paper introduces a graph-theoretic framework for quantum self-testing in Bell scenarios, simplifying the certification process by relating quantum maximums to the Lovász theta number of associated graphs.

Contribution

It presents a novel approach connecting quantum self-testing to graph theory, enabling new proofs of self-testability and deriving closed-form solutions for specific graph families.

Findings

Recovered self-testability of known quantum correlations like CHSH and Mermin inequalities.

Proved self-testability for correlations not previously known, such as those violating the Abner Shimony Bell inequality.

Derived a closed-form expression for the Lovász theta number of M"obius ladder graphs.

Abstract

Quantum self-testing is the task of certifying quantum states and measurements using the output statistics solely, with minimal assumptions about the underlying quantum system. It is based on the observation that some extremal points in the set of quantum correlations can only be achieved, up to isometries, with specific states and measurements. Here, we present a new approach for quantum self-testing in Bell non-locality scenarios, motivated by the following observation: the quantum maximum of a given Bell inequality is, in general, difficult to characterize. However, it is strictly contained in an easy-to-characterize set: the \emph{theta body} of a vertex-weighted induced subgraph $(G,w)$ of the graph in which vertices represent the events and edges join mutually exclusive events. This implies that, for the cases where the quantum maximum and the maximum within the theta body (known as the Lov\'asz theta number) of $(G,w)$ coincide, self-testing can be demonstrated by just proving self-testability with the theta body of $G$. This graph-theoretic framework allows us to (i) recover the self-testability of several quantum correlations that are known to permit self-testing (like those violating the Clauser-Horne-Shimony-Holt (CHSH) and three-party Mermin Bell inequalities for projective measurements of arbitrary rank, and chained Bell inequalities for rank-one projective measurements), (ii) prove the self-testability of quantum correlations that were not known using existing self-testing techniques (e.g., those violating the Abner Shimony Bell inequality for rank-one projective measurements). Additionally, the analysis of the chained Bell inequalities gives us a closed-form expression of the Lov\'asz theta number for a family of well-studied graphs known as the M\"obius ladders, which might be of independent interest in the community of discrete mathematics.