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» Linear Response for Approximate Inference

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NIPS
2003

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Linear Response for Approximate Inference

13 years 6 months ago

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Belief propagation on cyclic graphs is an efﬁcient algorithm for computing approximate marginal probability distributions over single nodes and neighboring nodes in the graph. I...

Max Welling, Yee Whye Teh

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CIMCA
2005
IEEE

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Linear Response Formula in Generalized Belief Propagation for Probabilistic Inference

13 years 10 months ago

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Linear response formulas for the generalized belief propagation in approximate inference are derived by using generalized belief propagation. The linear response formulas can give...

Kazuyuki Tanaka

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CHINAF
2006

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Optimal approximation of linear systems by artificial immune response

13 years 4 months ago

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Maoguo Gong, Haifeng Du, Licheng Jiao

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JNS
2008

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New Approximations and Tests of Linear Fluctuation-Response for Chaotic Nonlinear Forced-Dissipative Dynamical Systems

13 years 4 months ago

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Rafail V. Abramov, Andrew J. Majda

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NIPS
2003

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Variational Linear Response

13 years 6 months ago

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A general linear response method for deriving improved estimates of correlations in the variational Bayes framework is presented. Three applications are given and it is discussed ...

Manfred Opper, Ole Winther

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