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» Inference in Bayesian Networks

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AAAI
2011

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Mean Field Inference in Dependency Networks: An Empirical Study

13 years 10 months ago

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Dependency networks are a compelling alternative to Bayesian networks for learning joint probability distributions from data and using them to compute probabilities. A dependency ...

Daniel Lowd, Arash Shamaei

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AI
2009
Springer

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Modeling and Inference with Relational Dynamic Bayesian Networks

15 years 4 months ago

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Cristina E. Manfredotti

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ECSQARU
2007
Springer

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Inference and Learning in Multi-dimensional Bayesian Network Classifiers

15 years 4 months ago

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Peter R. de Waal, Linda C. van der Gaag

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UAI
2000

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A Differential Approach to Inference in Bayesian Networks

14 years 11 months ago

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Adnan Darwiche

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AAAI
1994

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Abstraction in Bayesian Belief Networks and Automatic Discovery from Past Inference Sessions

14 years 11 months ago

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