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08/07/2014
Logarithmic-Time Updates and Queries in Probabilistic Networks
In this paper we propose a dynamic data structure that supports efficien...
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03/20/2013
Probability Estimation in Face of Irrelevant Information
In this paper, we consider one aspect of the problem of applying decisio...
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02/27/2013
Generating New Beliefs From Old
In previous work [BGHK92, BGHK93], we have studied the random-worlds app...
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02/06/2013
Probability Update: Conditioning vs. Cross-Entropy
Conditioning is the generally agreed-upon method for updating probabilit...
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02/06/2013
Learning Bayesian Nets that Perform Well
A Bayesian net (BN) is more than a succinct way to encode a probabilisti...
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06/23/2009