27 citations · 37 across the 2 of their papers we have counts for
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cs.AI2013★ 27 cited
Hybrid Processing of Beliefs and Constraints
Rina Dechter, David Ephraim Larkin
This paper explores algorithms for processing probabilistic and deterministic information when the former is represented as a belief network and the latter as a set of boolean clau…
cs.AI2012★ 10 cited
Approximate Decomposition: A Method for Bounding and Estimating Probabilistic and Deterministic Queries
David Ephraim Larkin
In this paper, we introduce a method for approximating the solution to inference and optimization tasks in uncertain and deterministic reasoning. Such tasks are in general intracta…