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01/15/2014
Join-Graph Propagation Algorithms
The paper investigates parameterized approximate message-passing schemes...
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01/30/2013
Empirical Evaluation of Approximation Algorithms for Probabilistic Decoding
It was recently shown that the problem of decoding messages transmitted ...
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01/23/2013
Mini-Bucket Heuristics for Improved Search
The paper is a second in a series of two papers evaluating the power of ...
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12/12/2012
Iterative Join-Graph Propagation
The paper presents an iterative version of join-tree clustering that app...
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10/19/2012
Systematic vs. Non-systematic Algorithms for Solving the MPE Task
The paper continues the study of partitioning based inference of heurist...
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03/15/2012