2 search results - page 1 / 1 » Accelerated dual decomposition for MAP inference |
ICML
2010
IEEE
13 years 6 months ago
2010
IEEE
Approximate MAP inference in graphical models is an important and challenging problem for many domains including computer vision, computational biology and natural language unders...
ECCV
2010
Springer
13 years 10 months ago
2010
Springer
We present a novel dual decomposition approach to MAP inference with highly connected discrete graphical models. Decompositions into cyclic k-fan structured subproblems are shown t...