Estimating Joint Interventional Distributions from Marginal Interventional Data

Sergio Hernan Garrido Mejia, Elke Kirschbaum, Armin Kekić +2

In this paper we show how to exploit interventional data to acquire the joint conditional distribution of all the variables using the Maximum Entropy principle. To this end, we ext…