Augmenting Dual Decomposition for MAP Inference
Published on Jan 13, 20114129 Views
In this paper, we propose combining augmented Lagrangian optimization with the dual decomposition method to obtain a fast algorithm for approximate MAP (maximum a posteriori) inference on factor gra