974 search results - page 31 / 195 » Optimal Causal Inference |
JMLR
2010
13 years 3 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...
CISS
2008
IEEE
13 years 10 months ago
2008
IEEE
Inference of the network structure (e.g., routing topology) and dynamics (e.g., traffic matrices, link performance) is an important component in many network design and management ...
ICDM
2009
IEEE
13 years 6 months ago
2009
IEEE
Temporal causal modeling can be used to recover the causal structure among a group of relevant time series variables. Several methods have been developed to explicitly construct te...
JAIR
2008
13 years 8 months ago
2008
Sentence compression holds promise for many applications ranging from summarization to subtitle generation. Our work views sentence compression as an optimization problem and uses...
CIG
2006
IEEE
14 years 2 months ago
2006
IEEE
— This paper develops an approach to the capture and measurement of the information contained in opponents’ bet actions in seven card stud poker. We develop a causal model link...