21 citations · 21 across the 2 of their papers we have counts for
2 papers
cs.AI2013★ 21 cited
Directed Reduction Algorithms and Decomposable Graphs
Ross D. Shachter, Stig K. Andersen, Kim-Leng Poh
In recent years, there have been intense research efforts to develop efficient methods for probabilistic inference in probabilistic influence diagrams or belief networks. Many peop…
cs.AI2013
Global Conditioning for Probabilistic Inference in Belief Networks
Ross D. Shachter, Stig K. Andersen, Peter Szolovits
In this paper we propose a new approach to probabilistic inference on belief networks, global conditioning, which is a simple generalization of Pearl's (1986b) method of loopcutset…