UAI 1994 - PDF Preprint Papers

UAI 1994

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UAI
1994

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Global Conditioning for Probabilistic Inference in Belief Networks

14 years 1 months ago

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In this paper we propose a new approach to probabilistic inference on belief networks, global conditioning, which is a simple generalization of Pearl's (1986b) method of loop...

Ross D. Shachter, Stig K. Andersen, Peter Szolovit...

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Id	Views	Title	Status

1	130	Global Conditioning for Probabilistic Inference in Belief Networks	claim
2	123	Generating New Beliefs from Old	claim
3	123	Approximation Algorithms for the Loop Cutset Problem	claim
4	120	A Decision-based View of Causality	claim
5	118	A Logic for Default Reasoning About Probabilities	claim
6	117	A New Look at Causal Independence	claim
7	116	Belief Induced by the Partial Knowledge of the Probabilities	claim
8	96	Exploratory Model Building	claim
9	91	A Probabilistic Calculus of Actions	claim
10	73	Three Approaches to Probability Model Selection	claim

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