N-Parties Private Structure and Parameter Learning for Sum-Product Networks

Xenia Heilmann, Ernst Althaus, Mattia Cerrato +3

A sum-product network (SPN) is a graphical model that allows several types of probabilistic inference to be performed efficiently. In this paper, we propose a privacy-preserving pr…