1 code implementation • 18 Mar 2022 • 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 Independence Structure (IS) model.
no code implementations • 10 Oct 2019 • Benjamin Guedj, Louis Pujol
"No free lunch" results state the impossibility of obtaining meaningful bounds on the error of a learning algorithm without prior assumptions and modelling.