AND/OR Cutset Conditioning

@inproceedings{Mateescu2005ANDORCC,
  title={AND/OR Cutset Conditioning},
  author={Robert Mateescu and Rina Dechter},
  booktitle={IJCAI},
  year={2005}
}
Cutset conditioning is one of the methods of solving reasoning tasks for graphical models, especially when space restrictions make inference (e.g., jointree-clustering) algorithms infeasible. The wcutsetis a natural extension of the method to a hybrid algorithm that performs search on the conditioning variables and inference on the remaining problems of induced width bounded by w. This paper takes a fresh look at these methods through the spectrum of AND/OR search spaces for graphical models… CONTINUE READING
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