An introduction to matrix concentration inequalities

JA Tropp - Foundations and Trends® in Machine Learning, 2015 - nowpublishers.com
Random matrices now play a role in many areas of theoretical, applied, and computational
mathematics. Therefore, it is desirable to have tools for studying random matrices that are …

A Review on GNSS-Threat Detection and Mitigation Techniques

O Sharifi-Tehrani, MH Ghasemi - Cloud Computing and Data …, 2023 - ojs.wiserpub.com
Global navigation satellite systems (GNSS) have played an important role in commercial,
military and industrial navigation as well as cloud computing, geospatial analysis and digital …

Fluctuations of eigenvalues for random Toeplitz and related matrices

D Liu, X Sun, Z Wang - 2012 - projecteuclid.org
Consider random symmetric Toeplitz matrices T_n=(a_ij)_i,j=1^n with matrix entries
a_j,j=0,1,2,⋯, being independent real random variables such that E a_ j= 0,\E| a_ j|^ 2 …

Distribution of eigenvalues of Toeplitz matrices with smooth entries

DS Lubinsky - Linear Algebra and its Applications, 2022 - Elsevier
We investigate distribution of eigenvalues of growing size Toeplitz matrices [a n+ k− j] 1≤ j,
k≤ n as n→∞, when the entries {aj} are “smooth” in the sense, for example, that for some α> …

Spectral statistics of random Toeplitz matrices

E Bogomolny - Physical Review E, 2020 - APS
The spectral statistics of Hermitian random Toeplitz matrices with independent and
identically distributed elements are investigated numerically. It is found that eigenvalue …

The asymptotic distribution of the condition number for random circulant matrices

G Barrera, P Manrique-Mirón - Extremes, 2022 - Springer
In this manuscript, we study the limiting distribution for the joint law of the largest and the
smallest singular values for random circulant matrices with generating sequence given by …

Absolute continuity of the limiting eigenvalue distribution of the random Toeplitz matrix

A Sen, B Virag - 2011 - projecteuclid.org
We show that the limiting eigenvalue distribution of random symmetric Toeplitz matrices is
absolutely continuous with density bounded by 8, partially answering a question of Bryc …

On fluctuations for random band Toeplitz matrices

Y Li, X Sun - Random Matrices: Theory and Applications, 2015 - World Scientific
In this paper, we study two one-parameter families of random band Toeplitz matrices: where
(1) a0= 0,{a1, a2,…} in An (t) are independent random variables and ai= ai;(2) a0 (t)= 0,{a1 …

Gaussian analytic functions of bounded mean oscillation

A Nishry, E Paquette - Analysis & PDE, 2023 - msp.org
We consider random analytic functions given by a Taylor series with independent, centered
complex Gaussian coefficients. We give a new sufficient condition for such a function to have …

On the operator norm of random rectangular Toeplitz matrices

R Adamczak - High Dimensional Probability VI: The Banff Volume, 2013 - Springer
We consider rectangular N xn Toeplitz matrices generated by sequences of centered
independent random variables and provide bounds on their operator norm under the …