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We present a characterization for the continuous, isotropic and positive definite kernels on a product of spheres along the lines of a classical result of I. J. Schoenberg on positive definiteness on a single sphere. We also discuss a few…

经典分析与常微分方程 · 数学 2017-02-22 J. C. Guella , V. A. Menegatto , Ana P. Peron

We provide a characterization for the continuous positive definite kernels on $\mathbb R^d$ that are invariant to linear isometries, i.e. invariant under the orthogonal group $O(d)$. Furthermore, we provide necessary and sufficient…

统计理论 · 数学 2025-06-30 Felix Benning , Max David Schölpple

The paper introduces new sufficient conditions of strict positive definiteness for kernels on d-dimensional spheres which are not radially symmetric but possess specific coefficient structures. The results use the series expansion of the…

数值分析 · 数学 2021-05-07 Martin Buhmann , Janin Jäger

We study positive definiteness of kernels $K(x,y)$ on two-point homogeneous spaces. As opposed to the classical case, which has been developed and studied in the existing literature, we allow the kernel to have an (integrable) singularity…

经典分析与常微分方程 · 数学 2024-10-30 Dmitriy Bilyk , Peter Grabner

We consider the class $\Psi_d$ of continuous functions $\psi \colon [0,\pi] \to \mathbb{R}$, with $\psi(0)=1$ such that the associated isotropic kernel $C(\xi,\eta)= \psi(\theta(\xi,\eta))$ ---with $\xi,\eta \in \mathbb{S}^d$ and $\theta$…

统计理论 · 数学 2018-07-09 Ahmed Arafat , Pablo Gregori , Emilio Porcu

In 1942 I. J. Schoenberg proved that a function is positive definite in the unit sphere if and only if this function is a positive linear combination of the Gegenbauer polynomials. In this paper we extend Schoenberg's theorem for…

度量几何 · 数学 2014-09-17 Oleg R. Musin

Schoenberg's theorem for the complex Hilbert sphere proved by Christensen and Ressel in 1982 by Choquet theory is extended to the following result: Let L denote a locally compact group and let \overline{\D} denote the closed unit disc in…

经典分析与常微分方程 · 数学 2018-09-25 Christian Berg , Ana P. Peron , Emilio Porcu

The paper introduces a new characterisation of strictly positive definiteness for kernels on the 2-sphere without assuming the kernel to be radially (isotropic) or axially symmetric. The results use the series expansion of the kernel in…

数值分析 · 数学 2022-05-06 Janin Jäger

Positive definite functions are very important in both theory and applications of approximation theory, probability and statistics. In particular, identifying strictly positive definite kernels is of great interest as interpolation problems…

经典分析与常微分方程 · 数学 2011-10-12 R. K. Beatson , W. zu Castell , Y. Xu

The present work develops certain analytical tools required to construct and compute invariant kernels on the space of complex covariance matrices. The main result is the $\mathrm{L}^1$--Godement theorem, which states that any invariant…

泛函分析 · 数学 2025-04-17 Salem Said , Franziskus Steinert , Cyrus Mostajeran

We present a proof of positivity of an invariant kernel, which is of basic importance for the Staruszkiewicz theory of the quantum Coulomb field. Presented proof of positivity is independent of the Staruszkiewicz theory and is based on the…

数学物理 · 物理学 2022-04-05 Jaroslaw Wawrzycki

In this paper we study reproducing kernel Hilbert spaces of arbitrary smoothness on the sphere $\mathbb{S}^d \subset \mathbb{R}^{d+1}$. The reproducing kernel is given by an integral representation using the truncated power function…

数值分析 · 数学 2014-02-17 J. Brauchart , J. Dick

This work aims to prove that the classical Gaussian kernel, when defined on a non-Euclidean symmetric space, is never positive-definite for any choice of parameter. To achieve this goal, the paper develops new geometric and analytical…

机器学习 · 计算机科学 2024-09-09 Nathael Da Costa , Cyrus Mostajeran , Juan-Pablo Ortega , Salem Said

In this paper we study continuous kernels on compact two point homogeneous spaces which are positive definite and zonal (isotropic). Such kernels were characterized by R. Gangolli some forty years ago and are very useful for solving…

经典分析与常微分方程 · 数学 2015-05-04 V. S. Barbosa , V. A. Menegatto

We present a necessary and sufficient condition for the strict positive definiteness of a real, continuous, isotropic and positive definite kernel on a two-point compact homogeneous space. The characterization adds to others previously…

泛函分析 · 数学 2015-10-20 V. S. Barbosa , V. A. Menegatto

Let $E$ be a smooth bundle with fiber an $n$-dimensional real projective space $\mathbb{R}P^n$. We show that, if every fiber carries a positively curved pointwise strongly $1/4$-pinched Riemannian metric that varies continuously with…

几何拓扑 · 数学 2023-06-23 Diego Corro , Karla Garcia , Martin Günther , Jan-Bernhard Kordaß

Convolution is an important tool in the construction of positive definite kernels on a manifold. This contribution provides conditions on an $L^2$-positive definite and zonal kernel on the unit sphere of $\mathbb{C}^q$ in order that the…

经典分析与常微分方程 · 数学 2015-02-16 Victor S. Barbosa , Valdir A. Menegatto

We present, among other things, a necessary and sufficient condition for the strict positive definiteness of an isotropic and positive definite kernel on the cartesian product of a circle and a higher dimensional sphere. The result…

经典分析与常微分方程 · 数学 2016-10-31 Jean C. Guella , Valdir A. Menegatto , Ana P. Peron

In this paper we obtain a description of the Grothendieck group of complex vector bundles over the classifying space of a p-local finite group in terms of representation rings of subgroups of its Sylow. We also prove a stable elements…

代数拓扑 · 数学 2020-02-27 José Cantarero , Natàlia Castellana , Lola Morales

For the real, continuous, isotropic and positive definite kernels on a product of spheres, one may consider not only its usual strict positive definiteness but also strict positive definiteness restrict to the points of the product that…

经典分析与常微分方程 · 数学 2015-05-15 Jean C. Guella , Valdir A. Menegatto
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