A Nonasymptotic Theory of Independence
by
Pascal Massart, Stéphane Boucheron, Gábor Lugosi
Language: English
Release Date: February 7, 2013
Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has applications in a wide variety of areas such as machine learning, statistics, discrete mathematics, and high-dimensional...