138 search results - page 3 / 28 » Causal Inference |
IVA
2005
Springer
14 years 29 days ago
2005
Springer
Causality is a central issue in many AI applications. Social causality, in contrast to physical causality, seeks to attribute cause and responsibility to social events, and account...
ISSTA
2010
ACM
13 years 9 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...
KSEM
2007
Springer
14 years 1 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...
SIGDIAL
2010
13 years 5 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,...
NIPS
2000
13 years 8 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...