conftrace_

bethe free energy

8 papers

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Co-occurring keywords

markov random field (303) graphical model (864) belief propagation (177) probabilistic inference (312) marginal inference (25) loopy belief propagation (19) variational inference (2069) approximate inference (253) graph zeta function (1) continuous markov random fields (2)

Papers

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