Quantifying total correlations in quantum systems through the Pearson correlation coefficient
Spyros Tserkis, Syed M. Assad, Ping Koy Lam, Prineha Narang

TL;DR
This paper introduces a novel approach to quantify total correlations in quantum systems using the Pearson correlation coefficient, distinguishing between classical and quantum correlations as mutually exclusive, and linking these to the entropic uncertainty principle.
Contribution
It proposes an alternative correlation measure for quantum systems, revealing the mutually exclusive nature of classical and quantum correlations and connecting them to the entropic uncertainty principle.
Findings
Pearson correlation coefficient can quantify total correlations in quantum states.
Classical and quantum correlations are mutually exclusive in this framework.
Correlation distributions relate to the entropic uncertainty principle.
Abstract
Conventionally the total correlations within a quantum system are quantified through distance-based expressions such as the relative entropy or the square-norm. Those expressions imply that a quantum state can contain both classical and quantum correlations. In this work, we provide an alternative method to quantify the total correlations through the Pearson correlation coefficient. Using this method, we argue that a quantum state can be correlated in either a classical or a quantum way, i.e., the two cases are mutually exclusive. We also illustrate that, at least for the case of two-qubit systems, the distribution of the correlations among certain locally incompatible pairs of observables provides insight in regards to whether a system contains classical or quantum correlations. Finally, we show how correlations in quantum systems are connected to the general entropic uncertainty…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsQuantum Mechanics and Applications · Quantum Information and Cryptography · Statistical Mechanics and Entropy
