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 …
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 …
military and industrial navigation as well as cloud computing, geospatial analysis and digital …
Fluctuations of eigenvalues for random Toeplitz and related matrices
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 …
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> …
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 …
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 …
smallest singular values for random circulant matrices with generating sequence given by …
Absolute continuity of the limiting eigenvalue distribution of the random Toeplitz matrix
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 …
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 …
(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 …
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 …
independent random variables and provide bounds on their operator norm under the …