54 citations · 150 across the 7 of their papers we have counts for
Showing 2013 · cs.AIShow all
3 papers · 2 filters
cs.AI2013★ 54 cited
Lazy Propagation in Junction Trees
Anders L. Madsen, Finn Verner Jensen
The efficiency of algorithms using secondary structures for probabilistic inference in Bayesian networks can be improved by exploiting independence relations induced by evidence an…
cs.AI2013★ 43 cited
Lazy Evaluation of Symmetric Bayesian Decision Problems
Anders L. Madsen, Finn Verner Jensen
Solving symmetric Bayesian decision problems is a computationally intensive task to perform regardless of the algorithm used. In this paper we propose a method for improving the ef…
cs.AI2013★ 22 cited
Solving Influence Diagrams using HUGIN, Shafer-Shenoy and Lazy Propagation
Anders L. Madsen, Dennis Nilsson
In this paper we compare three different architectures for the evaluation of influence diagrams: HUGIN, Shafer-Shenoy, and Lazy Evaluation architecture. The computational complexit…