2218 search results - page 268 / 444 » Bayesian Treed Models |
142
Voted
EMNLP
2009
15 years 1 months ago
2009
Virtual evidence (VE), first introduced by (Pearl, 1988), provides a convenient way of incorporating prior knowledge into Bayesian networks. This work generalizes the use of VE to...
122
Voted
JMLR
2010
14 years 10 months ago
2010
We propose a novel method for inferring whether X causes Y or vice versa from joint observations of X and Y . The basic idea is to model the observed data using probabilistic late...
169
Voted
ICANN
2011
Springer
14 years 7 months ago
2011
Springer
Abstract. We present a Bayesian translational model for matching patterns in data sets which have neither co-occurring samples nor variables, but only a similar experiment design d...
157
Voted
TIP
2010
15 years 1 months ago
2010
In this paper we model the components of the compressive sensing (CS) problem, i.e., the signal acquisition process, the unknown signal coefficients and the model parameters for ...
143
Voted
PAMI
1998
15 years 3 months ago
1998
—Deformable models have recently been proposed for many pattern recognition applications due to their ability to handle large shape variations.These proposed approaches represent...