101 citations · 355 across the 29 of their papers we have counts for
Showing cs.AIShow all
2 papers · 1 filter
cs.AI2013★ 54 cited
A new look at reweighted message passing
Vladimir Kolmogorov
We propose a new family of message passing techniques for MAP estimation in graphical models which we call {\em Sequential Reweighted Message Passing} (SRMP). Special cases include…
cs.AI2012★ 101 cited
On the optimality of tree-reweighted max-product message-passing
Vladimir Kolmogorov, Martin Wainwright
Tree-reweighted max-product (TRW) message passing is a modified form of the ordinary max-product algorithm for attempting to find minimal energy configurations in Markov random fie…