1450 search results - page 113 / 290 » Complexity of Inference in Graphical Models |
124
Voted
NIPS
2004
15 years 3 months ago
2004
We introduce a computationally efficient method to estimate the validity of the BP method as a function of graph topology, the connectivity strength, frustration and network size....
124
Voted
IJDMB
2008
15 years 2 months ago
2008
: Recently lots of studies aim at modeling and inferring gene networks. Modeling tools propose graphical models having almost nothing about time description of events and regards t...
134
Voted
ICRA
2009
IEEE
15 years 7 days ago
2009
IEEE
Contextual reasoning through graphical models such as Markov Random Fields often show superior performance against local classifiers in many domains. Unfortunately, this performanc...
145
Voted
JMLR
2012
13 years 5 months ago
2012
We propose a novel mixtures of Gaussian processes model in which the gating function is interconnected with a probabilistic logical model, in our case Markov logic networks. In th...
136
Voted
PG
2000
IEEE
15 years 6 months ago
2000
IEEE
Creating and rendering realistic water is one of the most daunting tasks in computer graphics. Realistic rendering of water requires that the sunlight and skylight illumination ar...