posterior inference | Sciweavers

NIPS
2007

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Variational inference for Markov jump processes

13 years 5 months ago

Markov jump processes play an important role in a large number of application domains. However, realistic systems are analytically intractable and they have traditionally been ana...

Manfred Opper, Guido Sanguinetti

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NIPS
2008

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Relative Performance Guarantees for Approximate Inference in Latent Dirichlet Allocation

13 years 5 months ago

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Hierarchical probabilistic modeling of discrete data has emerged as a powerful tool for text analysis. Posterior inference in such models is intractable, and practitioners rely on...

Indraneel Mukherjee, David M. Blei

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