23 citations · 41 across the 2 of their papers we have counts for
2 papers
cs.AI2013★ 18 cited
An Evaluation of Structural Parameters for Probabilistic Reasoning: Results on Benchmark Circuits
Yousri El Fattah, Rina Dechter
Many algorithms for processing probabilistic networks are dependent on the topological properties of the problem's structure. Such algorithms (e.g., clustering, conditioning) are e…
cs.AI2013★ 23 cited
Topological Parameters for Time-Space Tradeoff
Rina Dechter
In this paper we propose a family of algorithms combining tree-clustering with conditioning that trade space for time. Such algorithms are useful for reasoning in probabilistic and…