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bethe free energy

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Co-occurring keywords · papers mentioning both

markov random field (4) graphical model (4) belief propagation (4) probabilistic inference (4) marginal inference (3) loopy belief propagation (3) variational inference (3) approximate inference (2) graph zeta function (1) continuous markov random fields (1)

Papers

Theory-guided Message Passing Neural Network for Probabilistic Inference AISTATS 2024 Amortized Bethe Free Energy Minimization for Learning MRFs NeurIPS 2019 Fast Convergence of Belief Propagation to Global Optima: Beyond Correlation Decay NeurIPS 2019 Marginal Inference in Continuous Markov Random Fields Using Mixtures AAAI 2019 Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems NeurIPS 2017 Bethe Bounds and Approximating the Global Optimum AISTATS 2013 Learning unbelievable probabilities NeurIPS 2011 Graph Zeta Function in the Bethe Free Energy and Loopy Belief Propagation NeurIPS 2009