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· 2018

High-Dimensional Probability: An Introduction with Applications in Data Science

Roman Vershynin

Short summary

This book introduces high-dimensional probability, a field that explains the behavior of random vectors and matrices in high dimensions, with applications across data science and machine learning.

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Field: Statistical and Nonlinear Physics

Statistical and Nonlinear PhysicsPhysics and Astronomy