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cs.AI2012★ 9 cited
Alternating Directions Dual Decomposition
Andre F. T. Martins, Mario A. T. Figueiredo, Pedro M. Q. Aguiar +2
We propose AD3, a new algorithm for approximate maximum a posteriori (MAP) inference on factor graphs based on the alternating directions method of multipliers. Like dual decomposi…
math.OC2012★ 129 cited
Deconvolving Images with Unknown Boundaries Using the Alternating Direction Method of Multipliers
Mariana S. C. Almeida, Mário A. T. Figueiredo
The alternating direction method of multipliers (ADMM) has recently sparked interest as a flexible and efficient optimization tool for imaging inverse problems, namely deconvolutio…