1640 search results - page 5 / 328 » Conditional Independence Trees |
ISIPTA
2003
IEEE
14 years 3 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...
IJAR
2007
13 years 9 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...
FUZZIEEE
2007
IEEE
14 years 4 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...
ECAI
2010
Springer
13 years 11 months ago
2010
Springer
We investigate probabilistic propositional logic as a way of expressing and reasoning about uncertainty. In contrast to Bayesian networks, a logical approach can easily cope with i...
ICASSP
2009
IEEE
14 years 4 months ago
2009
IEEE
We propose a convex optimization method for maximum likelihood estimation of autoregressive models, subject to conditional independence constraints. This problem is an extension t...