2 papers
math.ST2022
Nonparametric estimation of a multivariate density under Kullback-Leibler loss with ISDE
Louis Pujol
In this paper, we propose a theoretical analysis of the algorithm ISDE, introduced in previous work. From a dataset, ISDE learns a density written as a product of marginal density…
cs.LG2022
ISDE : Independence Structure Density Estimation
Louis Pujol
In this paper, we propose ISDE (Independence Structure Density Estimation), an algorithm designed to estimate a multivariate density under Kullback-Leibler loss and the Independenc…