conftrace_

loopy belief propagation

19 papers

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Also known as

LBP

Co-occurring keywords

graphical model (864) belief propagation (177) approximate inference (253) markov random field (303) message passing (579) probabilistic inference (312) variational inference (2069) bethe free energy (8) probabilistic graphical model (226) bayesian inference (1907)

Papers

PGMax: Factor Graphs for Discrete Probabilistic Graphical Models and Loopy Belief Propagation in JAX JMLR 2024
Factor Graph Neural Networks JMLR 2023
Amortized Bethe Free Energy Minimization for Learning MRFs NIPS 2019
On Stacking Probabilistic Temporal Models with Bidirectional Information Flow PGM 2016
Inference by Reparameterization in Neural Population Codes NIPS 2016
Expectation Particle Belief Propagation NIPS 2015
Scalable Inference for Neuronal Connectivity from Calcium Imaging NIPS 2014
Inferning with High Girth Graphical Models ICML 2014
Loopy Belief Propagation in the Presence of Determinism AISTATS 2014
Minimization of Continuous Bethe Approximations: A Positive Variation NIPS 2012
Learning unbelievable probabilities NIPS 2011
Graph Zeta Function in the Bethe Free Energy and Loopy Belief Propagation NIPS 2009
CRF-Matching: Conditional Random Fields for Feature-Based Scan Matching RSS 2007
Loop Series and Bethe Variational Bounds in Attractive Graphical Models NIPS 2007
Linear programming analysis of loopy belief propagation for weighted matching NIPS 2007
Scene Segmentation with CRFs Learned from Partially Labeled Images NIPS 2007
Walk-Sums and Belief Propagation in Gaussian Graphical Models JMLR 2006
Conditional mean field NIPS 2006
Expectation Consistent Approximate Inference JMLR 2005