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bethe approximation

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Co-occurring keywords · papers mentioning both

belief propagation (7) variational inference (6) graphical model (5) probabilistic inference (5) partition function (4) message passing (4) loopy belief propagation (2) sum-product algorithm (2) markov random field (2) probabilistic graphical model (2)

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 NeurIPS 2022 Lifted Hybrid Variational Inference IJCAI 2020 Improving Variational Methods via Pairwise Linear Response Identities JMLR 2017 Clamping Variables and Approximate Inference NeurIPS 2014 Concavity of reweighted Kikuchi approximation NeurIPS 2014 Minimization of Continuous Bethe Approximations: A Positive Variation NeurIPS 2012 The Bethe Partition Function of Log-supermodular Graphical Models NeurIPS 2012 Loop Series and Bethe Variational Bounds in Attractive Graphical Models NeurIPS 2007