Spectral radii for subsets of Hilbert $C^*$-modules and spectral properties of positive maps
- URL: http://arxiv.org/abs/2405.15009v1
- Date: Thu, 23 May 2024 19:28:05 GMT
- Title: Spectral radii for subsets of Hilbert $C^*$-modules and spectral properties of positive maps
- Authors: B. V. Rajarama Bhat, Biswarup Saha, Prajakta Sahasrabuddhe,
- Abstract summary: A Rota-Strang type characterisation is proved for the joint spectral radius.
An approximation result for the joint spectral radius in terms of the outer spectral radius has been established.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: The notions of joint and outer spectral radii are extended to the setting of Hilbert $C^*$-bimodules. A Rota-Strang type characterisation is proved for the joint spectral radius. In this general setting, an approximation result for the joint spectral radius in terms of the outer spectral radius has been established. This work leads to a new proof of the Wielandt-Friedland's formula for the spectral radius of positive maps. Following an idea of J. E. Pascoe, a positive map called the maximal part has been associated to any positive map with non-zero spectral radius, on finite dimensional $C^*$-algebras. This provides a constructive treatment of the Perron-Frobenius theorem. It is seen that the maximal part of a completely positive map has a very simple structure and it is irreducible if and only if the original map is irreducible. It is observed that algebras generated by tuples of matrices can be determined and their dimensions can be computed by realizing them as linear span of Choi-Kraus coefficients of some easily computable completely positive maps.
Related papers
- From the Choi Formalism in Infinite Dimensions to Unique Decompositions of Generators of Completely Positive Dynamical Semigroups [0.0]
We prove that there exists a unique bounded operator $K$ and a unique completely positive map $Phi$ in any Hilbert space.
In particular, we find examples of positive semi-definite operators which have empty pre-image under the Choi formalism as soon as the underlying Hilbert space is infinite-dimensional.
arXiv Detail & Related papers (2024-01-25T17:44:14Z) - Infinite dimensional analogues of Choi matrices [0.0]
Choi matrices are useful to characterize positivity of maps as well as complete positivity.
It turns out that such correspondences are possible for every normal completely bounded map if and only if the factor is of type I.
We also define the notion of $k$-superpositive maps, which turns out to be equivalent to the property of $k$-partially entanglement breaking.
arXiv Detail & Related papers (2023-11-30T04:15:29Z) - Tackling Combinatorial Distribution Shift: A Matrix Completion
Perspective [42.85196869759168]
We study a setting we call distribution shift, where (a) under the test- and training-random data, the labels $z$ are determined by pairs of features $(x,y)$, (b) the training distribution has coverage of certain marginal distributions over $x$ and $y$ separately, but (c) the test distribution involves examples from a product distribution over $(x,y)$ that is not covered by the training distribution.
arXiv Detail & Related papers (2023-07-12T21:17:47Z) - Degradable Strongly Entanglement Breaking Maps [0.0]
We prove that unital degradable entanglement breaking maps are precisely the $C*$-extreme points of the convex set of unital entanglement breaking maps on matrix algebras.
arXiv Detail & Related papers (2023-04-01T13:14:27Z) - Peripherally automorphic unital completely positive maps [0.0]
We analyze a decomposition of general UCP maps in finite dimensions into persistent and transient parts.
It is shown that UCP maps on finite dimensional $C*$-algebras with spectrum contained in the unit circle are $ast$-automorphisms.
arXiv Detail & Related papers (2022-12-14T17:25:51Z) - Near-optimal fitting of ellipsoids to random points [68.12685213894112]
A basic problem of fitting an ellipsoid to random points has connections to low-rank matrix decompositions, independent component analysis, and principal component analysis.
We resolve this conjecture up to logarithmic factors by constructing a fitting ellipsoid for some $n = Omega(, d2/mathrmpolylog(d),)$.
Our proof demonstrates feasibility of the least squares construction of Saunderson et al. using a convenient decomposition of a certain non-standard random matrix.
arXiv Detail & Related papers (2022-08-19T18:00:34Z) - Optimal policy evaluation using kernel-based temporal difference methods [78.83926562536791]
We use kernel Hilbert spaces for estimating the value function of an infinite-horizon discounted Markov reward process.
We derive a non-asymptotic upper bound on the error with explicit dependence on the eigenvalues of the associated kernel operator.
We prove minimax lower bounds over sub-classes of MRPs.
arXiv Detail & Related papers (2021-09-24T14:48:20Z) - Decomposable Pauli diagonal maps and Tensor Squares of Qubit Maps [91.3755431537592]
We show that any positive product of a qubit map with itself is decomposable.
We characterize the cone of decomposable ququart Pauli diagonal maps.
arXiv Detail & Related papers (2020-06-25T16:39:32Z) - Spectral density estimation with the Gaussian Integral Transform [91.3755431537592]
spectral density operator $hatrho(omega)=delta(omega-hatH)$ plays a central role in linear response theory.
We describe a near optimal quantum algorithm providing an approximation to the spectral density.
arXiv Detail & Related papers (2020-04-10T03:14:38Z) - Improved guarantees and a multiple-descent curve for Column Subset
Selection and the Nystr\"om method [76.73096213472897]
We develop techniques which exploit spectral properties of the data matrix to obtain improved approximation guarantees.
Our approach leads to significantly better bounds for datasets with known rates of singular value decay.
We show that both our improved bounds and the multiple-descent curve can be observed on real datasets simply by varying the RBF parameter.
arXiv Detail & Related papers (2020-02-21T00:43:06Z) - A refinement of Reznick's Positivstellensatz with applications to
quantum information theory [72.8349503901712]
In Hilbert's 17th problem Artin showed that any positive definite in several variables can be written as the quotient of two sums of squares.
Reznick showed that the denominator in Artin's result can always be chosen as an $N$-th power of the squared norm of the variables.
arXiv Detail & Related papers (2019-09-04T11:46:26Z)
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.