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Entrywise functions preserving the cone of positive semidefinite matrices have been studied by many authors, most notably by Schoenberg [Duke Math. J. 9, 1942] and Rudin [Duke Math. J. 26, 1959]. Following their work, it is well-known that…

Functional Analysis · Mathematics 2024-03-29 Dominique Guillot , Apoorva Khare , Bala Rajaratnam

Entrywise functions preserving Loewner positivity have been studied by many authors, most notably Schoenberg and Rudin. Following their work, it is known that functions preserving positivity when applied entrywise to positive semidefinite…

Functional Analysis · Mathematics 2014-04-30 Dominique Guillot , Apoorva Khare , Bala Rajaratnam

We consider the problem of characterizing entrywise functions that preserve the cone of positive definite matrices when applied to every off-diagonal element. Our results extend theorems of Schoenberg [Duke Math. J. 9], Rudin [Duke Math. J.…

Classical Analysis and ODEs · Mathematics 2013-05-17 Dominique Guillot , Bala Rajaratnam

We characterize real and complex functions which, when applied entrywise to square matrices, yield a positive definite matrix if and only if the original matrix is positive definite. We refer to these transformations as sign preservers.…

Classical Analysis and ODEs · Mathematics 2026-05-08 Dominique Guillot , Himanshu Gupta , Prateek Kumar Vishwakarma , Chi Hoi Yip

The question of which functions acting entrywise preserve positive semidefiniteness has a long history, beginning with the Schur product theorem [Crelle 1911], which implies that absolutely monotonic functions (i.e., power series with…

Classical Analysis and ODEs · Mathematics 2023-09-07 Prateek Kumar Vishwakarma

A classical theorem proved in 1942 by I.J. Schoenberg describes all real-valued functions that preserve positivity when applied entrywise to positive semidefinite matrices of arbitrary size; such functions are necessarily analytic with…

Classical Analysis and ODEs · Mathematics 2016-05-09 Alexander Belton , Dominique Guillot , Apoorva Khare , Mihai Putinar

Entrywise functions preserving positivity and related notions have a rich history, beginning with the seminal works of Schur, P\'olya-Szeg\H{o}, Schoenberg, and Rudin. Following their classical results, it is well-known that entrywise…

Functional Analysis · Mathematics 2026-04-27 Projesh Nath Choudhury , Shivangi Yadav

A special case of a fundamental result of Loewner and Horn [Trans. Amer. Math. Soc. 1969] says that given an integer $n \geq 1$, if the entrywise application of a smooth function $f : (0,\infty) \to \mathbb{R}$ preserves the set of $n…

Classical Analysis and ODEs · Mathematics 2022-02-10 Apoorva Khare

Given $I\subset\mathbb{C}$ and an integer $N>0$, a function $f:I\to\mathbb{C}$ is entrywise positivity preserving on positive semidefinite (p.s.d.) matrices $A=(a_{jk})\in I^{N\times N}$, if the entrywise application $f[A]=(f(a_{jk}))$ of…

Classical Analysis and ODEs · Mathematics 2021-12-08 Apoorva Khare , Terence Tao

We present an overview of a classical theme in analysis and matrix positivity: the question of which functions preserve positive semidefiniteness when applied entrywise. In addition to drawing the attention of experts such as Schoenberg,…

Classical Analysis and ODEs · Mathematics 2026-05-25 Apoorva Khare

Entrywise powers of symmetric matrices preserving positivity, monotonicity or convexity with respect to the Loewner ordering arise in various applications, and have received much attention recently in the literature. Following FitzGerald…

Functional Analysis · Mathematics 2015-02-19 Dominique Guillot , Apoorva Khare , Bala Rajaratnam

We continue the study of real polynomials acting entrywise on matrices of fixed dimension to preserve positive semidefiniteness, together with the related analysis of order properties of Schur polynomials. Previous work has shown that,…

Classical Analysis and ODEs · Mathematics 2023-10-30 Alexander Belton , Dominique Guillot , Apoorva Khare , Mihai Putinar

The main goal of this work is to determine which entire functions preserve nonnegativity of matrices of a fixed order $n$ -- i.e., to characterize entire functions $f$ with the property that $f(A)$ is entrywise nonnegative for every…

Rings and Algebras · Mathematics 2008-02-07 Gautam Bharali , Olga Holtz

Convolution admits a natural formulation as a functional operation on matrices. Motivated by the functional and entrywise calculi, this leads to a framework in which convolution defines a matrix transform that preserves positivity. Within…

Functional Analysis · Mathematics 2026-01-01 Javad Mashreghi , Mostafa Nasri , Prateek Kumar Vishwakarma

The study of entrywise powers of matrices was originated by Loewner in the pursuit of the Bieberbach conjecture. Since the work of FitzGerald and Horn (1977), it is known that $A^{\circ \alpha} := (a_{ij}^\alpha)$ is positive semidefinite…

Combinatorics · Mathematics 2015-11-24 Dominique Guillot , Apoorva Khare , Bala Rajaratnam

The question of when zeros (i.e., sparsity) in a positive definite matrix $A$ are preserved in its Cholesky decomposition, and vice versa, was addressed by Paulsen et al. in the Journal of Functional Analysis (85, pp151-178). In particular,…

Combinatorics · Mathematics 2012-03-26 Kshitij Khare , Bala Rajaratnam

Positive definite (p.d.) matrices arise naturally in many areas within mathematics and also feature extensively in scientific applications. In modern high-dimensional applications, a common approach to finding sparse positive definite…

Statistics Theory · Mathematics 2011-08-17 Dominique Guillot , Bala Rajaratnam

A classical result by Schoenberg (1942) identifies all real-valued functions that preserve positive semidefiniteness (psd) when applied entrywise to matrices of arbitrary dimension. Schoenberg's work has continued to attract significant…

Combinatorics · Mathematics 2016-04-29 Alexander Belton , Dominique Guillot , Apoorva Khare , Mihai Putinar

Compared to the entrywise transforms which preserve positive semidefiniteness, those leaving invariant the inertia of symmetric matrices reveal a surprising rigidity. We first obtain the classification of negativity preservers by combining…

Classical Analysis and ODEs · Mathematics 2026-04-14 Alexander Belton , Dominique Guillot , Apoorva Khare , Mihai Putinar

We characterize real functions $f$ on an interval $(-\alpha,\alpha)$ for which the entrywise matrix function $[a_{ij}] \mapsto [f(a_{ij})]$ is positive, monotone and convex, respectively, in the positive semidefiniteness order. Fractional…

Functional Analysis · Mathematics 2007-10-09 Fumio Hiai
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