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Panoramas et synthèses
Advanced topics in random matrices
This book provides three accessible panoramas and syntheses on advanced topics in random matrix theory : (1) local semicircle law for Wigner matrices, and applications to eigenvectors delocalization, rigidity of eigenvalues, and fourth moment theorem ; (2) spectrum of random graphs, recent advances on eigenvalues and eigenvectors, and open problems ; (3) deformed random matrices and free probability, unified understanding of various asymptotic phenomena such as spectral measure description, localization and fluctuations of extremal eigenvalues, eigenvectors behavior.
This book provides three accessible panoramas and syntheses on advanced topics in random matrix theory : (1) local semicircle law for Wigner matrices, and applications to eigenvectors delocalization, rigidity of eigenvalues, and fourth moment theorem ; (2) spectrum of random graphs, recent advances on eigenvalues and eigenvectors, and open problems ; (3) deformed random matrices and free probability, unified understanding of various asymptotic phenomena such as spectral measure description, localization and fluctuations of extremal eigenvalues, eigenvectors behavior.
Les livres de Mireille Capitaine