3 search results - page 1 / 1 » Exploiting Data-Independence for Fast Belief-Propagation |
ICML
2010
IEEE
13 years 6 months ago
2010
IEEE
Maximum a posteriori (MAP) inference in graphical models requires that we maximize the sum of two terms: a data-dependent term, encoding the conditional likelihood of a certain la...
ICASSP
2009
IEEE
13 years 3 months ago
2009
IEEE
Belief propagation is a popular global optimization technique for many computer vision problems. However, it requires extensive computation due to the iterative message passing op...
BMCBI
2010
2010
Orientation-dependent backbone-only residue pair scoring functions for fixed backbone protein design
13 years 5 months ago
Background: Empirical scoring functions have proven useful in protein structure modeling. Most such scoring functions depend on protein side chain conformations. However, backbone...