High-Dimensional Probability: An Introduction with Applications in Data Science (Cambridge Series in Statistical and Probabilistic Mathematics) - Hardcover

Buch 46 von 46: Cambridge Series in Statistical and Probabilistic Mathematics

Vershynin, Roman

 
9781009490641: High-Dimensional Probability: An Introduction with Applications in Data Science (Cambridge Series in Statistical and Probabilistic Mathematics)

Inhaltsangabe

A highly accessible introduction to modern methods of high-dimensional probability, updated with new material and 200 new exercises.

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Über die Autorin bzw. den Autor

Roman Vershynin is Professor of Mathematics at the University of California, Irvine. He is an expert on randomness in mathematics and data science, especially in high-dimensional probability, statistics, and machine learning. His influential work has earned numerous honors including an invited ICM lecture, the Bessel Research Award, the IMS Medallion Award, and the 2019 PROSE Award for the first edition of this book.

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