importance sampling framework

WSC
2004

170views Modeling And Simulation» more WSC 2004»

A Unified Approach for Finite-Dimensional, Rare-Event Monte Carlo Simulation

14 years 25 days ago

We consider the problem of estimating the small probability that a function of a finite number of random variables exceeds a large threshold. Each input random variable may be lig...

Zhi Huang, Perwez Shahabuddin

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AAAI
2007

122views Intelligent Agents» more AAAI 2007»

Approximate Counting by Sampling the Backtrack-free Search Space

14 years 1 months ago

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We present a new estimator for counting the number of solutions of a Boolean satisﬁability problem as a part of an importance sampling framework. The estimator uses the recently...

Vibhav Gogate, Rina Dechter

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