974 search results - page 4 / 195 » Optimal Causal Inference |
KSEM
2007
Springer
14 years 2 months ago
2007
Springer
We define an inference system to capture explanations based on causal statements, using an ontology in the form of an IS-A hierarchy. We first introduce a simple logical language...
NIPS
2000
13 years 9 months ago
2000
We use graphical models to explore the question of how people learn simple causal relationships from data. The two leading psychological theories can both be seen as estimating th...
ISSTA
2010
ACM
13 years 10 months ago
2010
ACM
This paper investigates the application of causal inference methodology for observational studies to software fault localization based on test outcomes and profiles. This methodo...
SIGDIAL
2010
13 years 6 months ago
2010
In this paper we motivate and describe a dialogue manager which is able to infer and negotiate causal implicatures. A causal implicature is a type of Gricean relation implicature,...
ISBI
2008
IEEE
14 years 9 months ago
2008
IEEE
Here we present a scalable method to compute the structure of causal links over large scale dynamical systems that achieves high efficiency in discovering actual functional connec...