AND/OR Importance Sampling

Preprint English OPEN
Gogate, Vibhav; Dechter, Rina;
  • Subject: Computer Science - Artificial Intelligence

The paper introduces AND/OR importance sampling for probabilistic graphical models. In contrast to importance sampling, AND/OR importance sampling caches samples in the AND/OR space and then extracts a new sample mean from the stored samples. We prove that AND/OR import... View more
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