2 papers
stat.ML2026
Kernel Integrated : A Measure of Dependence
Pouya Roudaki, Shakeel Gavioli-Akilagun, Florian Kalinke +2
We introduce kernel integrated , a new measure of statistical dependence that combines the local normalization principle of the recently introduced integrated with the f…
math.ST2026
A new measure of dependence: Integrated
Mona Azadkia, Pouya Roudaki
We introduce a novel measure of dependence that captures the extent to which a random variable is determined by a random vector . The measure equals zero precisely when …