151 search results - page 2 / 31 » Logical and algorithmic properties of stable conditional ind... |
IJAR
2007
13 years 5 months ago
2007
In this article, we consider the computational aspects of deciding whether a conditional independence statement t is implied by a list of conditional independence statements L usi...
ISIPTA
2003
IEEE
13 years 10 months ago
2003
IEEE
Upper and lower conditional probabilities assigned by Hausdorff outer and inner measures are given; they are natural extensions to the class of all subsets of Ω=[0,1] of finite...
FUZZIEEE
2007
IEEE
13 years 11 months ago
2007
IEEE
—Approaches based on conditional independence tests are among the most popular methods for learning graphical models from data. Due to the predominance of Bayesian networks in th...
JELIA
2000
Springer
13 years 8 months ago
2000
Springer
Abstract. Among others, Alferes et al. (1998) presented an approach for updating logic programs with sets of rules based on dynamic logic programs. We syntactically redefine dynami...
JAIR
2011
12 years 8 months ago
2011
We address the problem of computing approximate marginals in Gaussian probabilistic models by using mean field and fractional Bethe approximations. We define the Gaussian fracti...