70 citations · 187 across the 12 of their papers we have counts for
Showing 2014 · cs.AIShow all
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cs.AI2014★ 22 cited
Join-Graph Propagation Algorithms
Robert Mateescu, Kalev Kask, Vibhav Gogate +1
The paper investigates parameterized approximate message-passing schemes that are based on bounded inference and are inspired by Pearl's belief propagation algorithm (BP). We start…
cs.AI2014★ 16 cited
AND/OR Multi-Valued Decision Diagrams (AOMDDs) for Graphical Models
Robert Mateescu, Rina Dechter, Radu Marinescu
Inspired by the recently introduced framework of AND/OR search spaces for graphical models, we propose to augment Multi-Valued Decision Diagrams (MDD) with AND nodes, in order to c…