A Approximate Marginal Inference Algorithm Algorithm 2 C-GBP: Convex Generalized Belief Propagation [25 ] Input: Region Graph G = (V, E), parameters θ = (θ > 0 Output: Model marginals τ = (τ

Neural Information Processing Systems 

This will require adding at least one new vertex r to the region graph.

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