High-Dimensional Probability

An Introduction with Applications in Data Science Engelstalig

Roman (University of California Vershynin

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High-Dimensional Probability - Roman (University of California Vershynin 1

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This new edition of 'High-Dimensional Probability,' winner of the 2019 PROSE Award in Mathematics, offers an accessible and friendly introduction to key probabilistic methods for mathematical data scientists. Updated with 200 new exercises, it's ideal for a course or self-study, requiring only an undergraduate background in probability.