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An Incremental Subgradient Algorithm for Approximate MAP Estimation in Graphical Models
Published on 2011-01-133617 Views
We present an incremental subgradient algorithm for approximate computation of maximum-a-posteriori (MAP) states in cyclic graphical models. Its most striking property is its immense simplicity: eac