The Marčenko-Pastur law for sparse random bipartite biregular graphs

We prove that the empirical spectral distribution of a (dL, dR)‐biregular, bipartite random graph, under certain conditions, converges to a symmetrization of the Marčenko‐Pastur distribution of random matrix theory. This convergence is not only global (on fixed‐length intervals) but also local (on i...

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Published inRandom structures & algorithms Vol. 48; no. 2; pp. 313 - 340
Main Authors Dumitriu, Ioana, Johnson, Tobias
Format Journal Article
LanguageEnglish
Published Hoboken Blackwell Publishing Ltd 01.03.2016
Wiley Subscription Services, Inc
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ISSN1042-9832
1098-2418
DOI10.1002/rsa.20581

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Abstract We prove that the empirical spectral distribution of a (dL, dR)‐biregular, bipartite random graph, under certain conditions, converges to a symmetrization of the Marčenko‐Pastur distribution of random matrix theory. This convergence is not only global (on fixed‐length intervals) but also local (on intervals of increasingly smaller length). Our method parallels the one used previously by Dumitriu and Pal (2012). © 2014 Wiley Periodicals, Inc. Random Struct. Alg., 48, 313–340, 2016
AbstractList We prove that the empirical spectral distribution of a (dL, dR)-biregular, bipartite random graph, under certain conditions, converges to a symmetrization of the Marcenko-Pastur distribution of random matrix theory. This convergence is not only global (on fixed-length intervals) but also local (on intervals of increasingly smaller length). Our method parallels the one used previously by Dumitriu and Pal (2012). © 2014 Wiley Periodicals, Inc. Random Struct. Alg., 48, 313-340, 2016
We prove that the empirical spectral distribution of a (dL, dR)‐biregular, bipartite random graph, under certain conditions, converges to a symmetrization of the Marčenko‐Pastur distribution of random matrix theory. This convergence is not only global (on fixed‐length intervals) but also local (on intervals of increasingly smaller length). Our method parallels the one used previously by Dumitriu and Pal (2012). © 2014 Wiley Periodicals, Inc. Random Struct. Alg., 48, 313–340, 2016
Author Johnson, Tobias
Dumitriu, Ioana
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Snippet We prove that the empirical spectral distribution of a (dL, dR)‐biregular, bipartite random graph, under certain conditions, converges to a symmetrization of...
We prove that the empirical spectral distribution of a (dL, dR)-biregular, bipartite random graph, under certain conditions, converges to a symmetrization of...
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SubjectTerms Marčenko-Pastur law
random bipartite graphs
spectral distribution
Wishart matrix
Title The Marčenko-Pastur law for sparse random bipartite biregular graphs
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