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- W2102850177 abstract "Mini-Bucket Elimination(MBE) is a well-known approximation algorithm for graphical models. It relies on a procedure to partition a set of funtions, called bucket, into smaller subsets, called mini-buckets. The impact of the partition process on the quality of the bound computed has never been investigated before. We take first steps to address this issue by presenting a framework within which partition strategies can be described, analyzed and compared. We derive a new class of partition heuristics from first-principles and demonstrate its impact on a number of benchmarks for probabilistic reasoning." @default.
- W2102850177 created "2016-06-24" @default.
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- W2102850177 date "2010-01-01" @default.
- W2102850177 modified "2023-10-18" @default.
- W2102850177 title "Evaluating Partition Strategies for Mini-Bucket Elimination" @default.
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