New and improved bounds on the contextuality degree of multi-qubit configurations
- URL: http://arxiv.org/abs/2305.10225v3
- Date: Fri, 31 May 2024 09:26:48 GMT
- Title: New and improved bounds on the contextuality degree of multi-qubit configurations
- Authors: Axel Muller, Metod Saniga, Alain Giorgetti, Henri de Boutray, Frédéric Holweck,
- Abstract summary: We present algorithms and a C code to reveal quantum contextuality and evaluate the contextuality degree.
The paper first describes the algorithms and the C code. Then it illustrates its power on a number of subspaces of symplectic polar spaces whose rank ranges from 2 to 7.
The most interesting new results include: (i) non-contextuality of configurations whose contexts are subspaces of dimension 2 and higher, (ii) non-existence of negative subspaces of dimension 3 and higher.
- Score: 0.0699049312989311
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: We present algorithms and a C code to reveal quantum contextuality and evaluate the contextuality degree (a way to quantify contextuality) for a variety of point-line geometries located in binary symplectic polar spaces of small rank. With this code we were not only able to recover, in a more efficient way, all the results of a recent paper by de Boutray et al [(2022). Journal of Physics A: Mathematical and Theoretical 55 475301], but also arrived at a bunch of new noteworthy results. The paper first describes the algorithms and the C code. Then it illustrates its power on a number of subspaces of symplectic polar spaces whose rank ranges from 2 to 7. The most interesting new results include: (i) non-contextuality of configurations whose contexts are subspaces of dimension 2 and higher, (ii) non-existence of negative subspaces of dimension 3 and higher, (iii) considerably improved bounds for the contextuality degree of both elliptic and hyperbolic quadrics for rank 4, as well as for a particular subgeometry of the three-qubit space whose contexts are the lines of this space, (iv) proof for the non-contextuality of perpsets and, last but not least, (v) contextual nature of a distinguished subgeometry of a multi-qubit doily, called a two-spread, and computation of its contextuality degree. Finally, in the three-qubit polar space we correct and improve the contextuality degree of the full configuration and also describe finite geometric configurations formed by unsatisfiable/invalid constraints for both types of quadrics as well as for the geometry whose contexts are all 315 lines of the space.
Related papers
- A new heuristic approach for contextuality degree estimates and its four- to six-qubit portrayals [0.0699049312989311]
We introduce and describe a new method for finding an upper bound on the degree of contextuality and the corresponding unsatisfied part of a quantum contextual configuration.
While the previously used method based on a SAT solver was limited to three qubits, this new method is much faster and more versatile.
arXiv Detail & Related papers (2024-07-03T08:59:30Z) - Gaussian Entanglement Measure: Applications to Multipartite Entanglement
of Graph States and Bosonic Field Theory [50.24983453990065]
An entanglement measure based on the Fubini-Study metric has been recently introduced by Cocchiarella and co-workers.
We present the Gaussian Entanglement Measure (GEM), a generalization of geometric entanglement measure for multimode Gaussian states.
By providing a computable multipartite entanglement measure for systems with a large number of degrees of freedom, we show that our definition can be used to obtain insights into a free bosonic field theory.
arXiv Detail & Related papers (2024-01-31T15:50:50Z) - Classically-embedded split Cayley hexagons rule three-qubit
contextuality with three-element contexts [0.0699049312989311]
We show that split Cayley hexagons of order two live in the three-qubit symplectic polar space in two non-isomorphic embeddings, called classical and skew.
Although neither of the two embeddings yields observable-based contextual configurations of their own, it classically-embedded copies are found to fully rule contextuality properties.
arXiv Detail & Related papers (2023-12-12T21:10:42Z) - Alignment and Outer Shell Isotropy for Hyperbolic Graph Contrastive
Learning [69.6810940330906]
We propose a novel contrastive learning framework to learn high-quality graph embedding.
Specifically, we design the alignment metric that effectively captures the hierarchical data-invariant information.
We show that in the hyperbolic space one has to address the leaf- and height-level uniformity which are related to properties of trees.
arXiv Detail & Related papers (2023-10-27T15:31:42Z) - Geometry of entanglement and separability in Hilbert subspaces of dimension up to three [0.0]
We show the geometry of the mutually complementary sets of entangled and separable states in three-dimensional Hilbert subspaces of bipartite and multipartite quantum systems.
Our results show which geometrical forms quantum entanglement can and cannot take in low-dimensional subspaces.
arXiv Detail & Related papers (2023-09-10T21:34:35Z) - Tight and fast generalization error bound of graph embedding in metric
space [54.279425319381374]
We show that graph embedding in non-Euclidean metric space can outperform that in Euclidean space with much smaller training data than the existing bound has suggested.
Our new upper bound is significantly tighter and faster than the existing one, which can be exponential to $R$ and $O(frac1S)$ at the fastest.
arXiv Detail & Related papers (2023-05-13T17:29:18Z) - Geometry Interaction Knowledge Graph Embeddings [153.69745042757066]
We propose Geometry Interaction knowledge graph Embeddings (GIE), which learns spatial structures interactively between the Euclidean, hyperbolic and hyperspherical spaces.
Our proposed GIE can capture a richer set of relational information, model key inference patterns, and enable expressive semantic matching across entities.
arXiv Detail & Related papers (2022-06-24T08:33:43Z) - Relative Pose from SIFT Features [50.81749304115036]
We derive a new linear constraint relating the unknown elements of the fundamental matrix and the orientation and scale.
The proposed constraint is tested on a number of problems in a synthetic environment and on publicly available real-world datasets on more than 80000 image pairs.
arXiv Detail & Related papers (2022-03-15T14:16:39Z) - Parallelizing Contextual Linear Bandits [82.65675585004448]
We present a family of (parallel) contextual linear bandit algorithms, whose regret is nearly identical to their perfectly sequential counterparts.
We also present an empirical evaluation of these parallel algorithms in several domains, including materials discovery and biological sequence design problems.
arXiv Detail & Related papers (2021-05-21T22:22:02Z) - Construction of genuinely multipartite entangled subspaces and the
associated bounds on entanglement measures for mixed states [0.0]
Genuine entanglement is the strongest form of multipartite entanglement.
In this paper we present several methods of construction of genuinely entangled subspaces.
arXiv Detail & Related papers (2021-04-19T22:13:08Z) - A Picture's Worth a Thousand Words: Visualizing n-dimensional Overlap in
Logistic Regression Models with Empirical Likelihood [0.0]
We introduce a sensitivity testing point of view for the maximum likelihood estimate for multidimensional predictor.
The well known condition of Silvapulle is translated to be an empirical likelihood which, with existing R code, mechanizes the process of assessing overlap status.
The code is applied to reveal the character of overlap by examining minimal overlapping structures and cataloging them in dimensions fewer than four.
arXiv Detail & Related papers (2020-11-15T19:39:56Z)
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.