Web projektu DAR

Research Centre
Data - Algorithms - Decision Making

Established in 2005 under support of MŠMT ČR (project 1M0572)

Publications

Arithmetic circuits of the noisy-or models

Typ:

Conference paper

Authors:

Vomlel J., Savický P.

Proceedings name:

Proceedings of the Fourth European Workshop on Probabilistic Graphical Models (PGM'08)

Publisher:

Aalborg University

Serie:

Aalborg

Year:

2008

Contact:

Ing. Jiří Vomlel, Ph.D. (ÚTIA - Oddělení matematické teorie rozhodování)

Keywords:

Bayesian network, artithmetic circuit, canonical model

Anotation:

In this paper we use the size of arithmetic circuits to compare the effect of preprocessing Bayesian networks with noisy-or gates using parent divorcing and tensor rank-one decomposition.