00000cam a22000003i 4500 UP-1685594773862197011 Buklod 20240215144321.0 g||| | || || ta 200910s2018 xx a rb |001 0|eng d 9781108415194 (hardcover) (iLib)UPBAG-00037852311 BC-71935 Forefront Book Co., Inc. Php5,810.00 Department of Mathematics and Computer Science Faculty DLC BAG rda eng QA 273 V47 2018 Vershynin, Roman 1974- author. High-dimensional probability an introduction with applications in data science Roman Vershynin. Cambridge, United Kingdom Cambridge University Press 2018. xiv, 284 pages illustrations 26 cm text rdacontent unmediated rdamedia volume rdacarrier Cambridge series in statistical and probabilistic mathematics 47 Includes bibliographical references and index. Preliminaries on random variables -- Concentration of sums of independent random variables -- Random vectors in high dimensions -- Random matrices -- Concentration without independence -- Quadratic forms, symmetrization and contraction -- Random processes -- Chaining -- Deviations of random matrices and geometric consequences -- Sparse recovery -- Dvoretzky-Milman's theorem. Probabilities. Stochastic processes. Random variables. FO UPBAG UPBAG-MAIN QA 273 V47 2018 Book