Learning Multiple Belief Propagation Fixed Points for Real Time Inference

Cyril Furtlehner, Jean-Marc Lasgouttes, Anne Auger

In the context of inference with expectation constraints, we propose an approach based on the "loopy belief propagation" algorithm LBP, as a surrogate to an exact Markov Random Fie…