Concentration bounds for the empirical angular measure with statistical learning applications

Stéphan Clémençon, Hamid Jalalzai, Stéphane Lhaut +2

The angular measure on the unit sphere characterizes the first-order dependence structure of the components of a random vector in extreme regions and is defined in terms of standar…