Bahare Salmani

Finding an ϵ-Close Minimal Variation of Parameters in Bayesian Networks

This paper addresses the ε-close parameter tuning problem for Bayesian networks (BNs): find a minimal ε-close amendment of probability entries in a given set of (rows in) conditional probability tables that make a given quantitative constraint on the BN valid. Based on the state-of-the-art “regi…