Sufficient positive maps between von Neumann algebras: Rényi divergences
- URL: http://arxiv.org/abs/2608.28510v1
- Date: Fri, 28 Aug 2026 16:43:20 GMT
- Title: Sufficient positive maps between von Neumann algebras: Rényi divergences
- Abstract summary: We prove recovery theorems for Rényi divergences under normal unital positive maps between von Neumann algebras.<n>Our proof uses sufficiency for JW*-subalgebras and $Lp$-spaces over them to characterize equality in the data processing inequality.
- Score: 1.4323566945483497
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: We prove recovery theorems for $α$-$z$ Rényi divergences under normal unital positive maps between von Neumann algebras. Previous results in this setting required 2-positivity, while recent finite dimensional work showed that this assumption can be relaxed to mere positivity. Our proof uses sufficiency for JW*-subalgebras and $L^p$-spaces over them to characterize equality in the data processing inequality. As a further application of our methods, we solve a problem discussed by Haagerup and Stormer: Every conditional expectation of a von Neumann algebra onto a JW*-subalgebra factors through a conditional expectation onto the generated von Neumann subalgebra.
Related papers
- Smoothing Exponents and Decoupling in Semifinite von Neumann Algebras [7.289796314143694]
We study the smoothing exponent of the max-relative entropy in semifinite von Neumann algebras.<n>We develop operator-algebraic replacements for the dimension-dependent tools used in finite-dimensional arguments.
arXiv Detail & Related papers (2026-07-09T00:01:36Z) - Integral representations of $f$-divergences for general von Neumann algebras [0.0]
We analyze hockeystick divergences and $f$-divergences for normal positive functionals on general von Neumann algebras.<n>All the main properties of these state distinguishability measures are derived from properties of the Jordan decomposition of selfadjoint normal functionals.
arXiv Detail & Related papers (2026-07-06T15:11:39Z) - Hardness of High-Dimensional Linear Classification [58.29089693778071]
We establish new exponential in dimension lower bounds for the Maximum Halfspace Discrepancy problem.<n>Both are fundamental problems in computational geometry and machine learning in their exact and approximate forms.
arXiv Detail & Related papers (2026-03-19T15:53:41Z) - Harmful Overfitting in Sobolev Spaces [49.47221415754556]
We study the generalization behavior of functions in Sobolev spaces $Wk, p(mathbbRd)$ that perfectly fit a noisy training data set.<n>We show that approximately norm-minimizing interpolators, which are canonical solutions selected by smoothness bias, exhibit harmful overfitting.<n>Our proof uses a geometric argument which identifies harmful neighborhoods of the training data using Sobolev inequalities.
arXiv Detail & Related papers (2026-01-31T17:40:56Z) - Revisiting the operator extension of strong subadditivity [44.33169165028139]
We give a new proof of the operator extension of the strong subadditivity of von Neumann entropy $rho_AB otimes sigma_C-1 leq rho_A otimes sigma_BC-1$ by identifying the mathematical structure behind it as Connes' theory of spatial derivatives.
arXiv Detail & Related papers (2025-07-30T14:18:43Z) - Jensen's inequality for partial traces in von Neumann algebras [2.7624021966289605]
We prove a Jensen's inequality for partial traces in von Neumann algebras.<n>We also prove a similar inequality in the framework of general (non-tracial) von Neumann algebras.
arXiv Detail & Related papers (2025-07-03T08:30:32Z) - Large $N$ von Neumann algebras and the renormalization of Newton's
constant [0.0]
I derive a family of Ryu--Takayanagi formulae valid in the large $N$ limit of holographic quantum error-correcting codes.
I show that the renormalizations of the area term and the bulk entropy term exactly compensate each other.
arXiv Detail & Related papers (2023-02-03T19:00:00Z) - Quantum and classical low-degree learning via a dimension-free Remez
inequality [52.12931955662553]
We show a new way to relate functions on the hypergrid to their harmonic extensions over the polytorus.
We show the supremum of a function $f$ over products of the cyclic group $exp(2pi i k/K)_k=1K$.
We extend to new spaces a recent line of work citeEI22, CHP, VZ22 that gave similarly efficient methods for learning low-degrees on hypercubes and observables on qubits.
arXiv Detail & Related papers (2023-01-04T04:15:40Z) - Quantum teleportation in the commuting operator framework [63.69764116066747]
We present unbiased teleportation schemes for relative commutants $N'cap M$ of a large class of finite-index inclusions $Nsubseteq M$ of tracial von Neumann algebras.
We show that any tight teleportation scheme for $N$ necessarily arises from an orthonormal unitary Pimsner-Popa basis of $M_n(mathbbC)$ over $N'$.
arXiv Detail & Related papers (2022-08-02T00:20:46Z) - Improved Convergence Rate of Stochastic Gradient Langevin Dynamics with
Variance Reduction and its Application to Optimization [50.83356836818667]
gradient Langevin Dynamics is one of the most fundamental algorithms to solve non-eps optimization problems.
In this paper, we show two variants of this kind, namely the Variance Reduced Langevin Dynamics and the Recursive Gradient Langevin Dynamics.
arXiv Detail & Related papers (2022-03-30T11:39:00Z) - Approximate recovery and relative entropy I. general von Neumann
subalgebras [0.0]
We prove the existence of a universal recovery channel that approximately recovers states on a v. Neumann subalgebra when the change in relative entropy, with respect to a fixed reference state, is small.
Our results hinge on the construction of certain analytic vectors and computations/estimations of their Araki-Masuda $L_p$ norms.
arXiv Detail & Related papers (2020-06-14T20:00:38Z) - Joint measurability meets Birkhoff-von Neumann's theorem [77.34726150561087]
We prove that joint measurability arises as a mathematical feature of DNTs in this context, needed to establish a characterisation similar to Birkhoff-von Neumann's.
We also show that DNTs emerge naturally from a particular instance of a joint measurability problem, remarking its relevance in general operator theory.
arXiv Detail & Related papers (2018-09-19T18:57:45Z)
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.