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bethe approximation

10 papers

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Co-occurring keywords

belief propagation (177) variational inference (2069) graphical model (864) probabilistic inference (312) partition function (81) message passing (579) loopy belief propagation (19) markov random field (303) probabilistic graphical model (226) lifted inference (46)

Papers

Local Message Passing on Frustrated Systems UAI 2023
Fixing the Bethe approximation: How structural modifications in a graph improve belief propagation UAI 2022
NSNet: A General Neural Probabilistic Framework for Satisfiability Problems NIPS 2022
Lifted Hybrid Variational Inference IJCAI 2020
Improving Variational Methods via Pairwise Linear Response Identities JMLR 2017
Concavity of reweighted Kikuchi approximation NIPS 2014
Clamping Variables and Approximate Inference NIPS 2014
The Bethe Partition Function of Log-supermodular Graphical Models NIPS 2012
Minimization of Continuous Bethe Approximations: A Positive Variation NIPS 2012
Loop Series and Bethe Variational Bounds in Attractive Graphical Models NIPS 2007