263.45 Lei 309.94 Lei
sau 26345 de puncte. Detalii.
An aparitie: 2018
Autor: Roman Vershynin
Editura: CAMBRIDGE UNIVERSITY PRESS
Format: 260 x 183 x 22 mm
Nr. pagini: 296
High-dimensional probability offers insight into the behavior of random vectors, random matrices, random subspaces, and objects used to quantify uncertainty in high dimensions. Drawing on ideas from probability, analysis, and geometry, it lends itself to applications in mathematics, statistics, theoretical computer science, signal processing, optimization, and more. It is the first to integrate theory, key tools, and modern applications of high-dimensional probability. Concentration inequalities form the core, and it covers both classical results such as Hoeffding's and Chernoff's inequalities and modern developments such as the matrix Bernstein's inequality. It then introduces the powerful methods based on stochastic processes, including such tools as Slepian's, Sudakov's, and Dudley's inequalities, as well as generic chaining and bounds based on VC dimension. A broad range of illustrations is embedded throughout, including classical and modern results for covariance estimation, clustering, networks, semidefinite programming, coding, dimension reduction, matrix completion, machine learning, compressed sensing, and sparse regression.
Cartea Cambridge Series in Statistical and Probabilistic Mathematic face parte din categoria Economics a librariei online Libris.ro si este scrisa de Roman Vershynin. Livrarea se face din stocul furnizorului nostru din UK in aproximativ 15 zile lucratoare. Transportul este gratuit prin curier rapid, oriunde in Romania, pentru orice comanda de minimum 50 de lei. Pentru orice solicitare sau informatie suplimentara apelati call center-ul Libris de luni pana vineri intre orele 8-20.