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» Introduction to Causal Inference
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IUI
2003
ACM
15 years 2 months ago
Inferring user goals from personality and behavior in a causal model of user affect
We present a probabilistic model, based on Dynamic Decision Networks, to assess user affect from possible causes of emotional arousal. The model relies on the OCC cognitive theory...
Xiaoming Zhou, Cristina Conati
CVPR
2006
IEEE
15 years 11 months ago
Inferring Facial Action Units with Causal Relations
A system that could automatically analyze the facial actions in real time have applications in a number of different fields. However, developing such a system is always a challeng...
Yan Tong, Wenhui Liao, Qiang Ji
56
Voted
ICML
2009
IEEE
15 years 10 months ago
Regression by dependence minimization and its application to causal inference in additive noise models
Bernhard Schölkopf, Dominik Janzing, Jonas Pe...
82
Voted
ECSQARU
2007
Springer
15 years 3 months ago
Causal Graphical Models with Latent Variables: Learning and Inference
Stijn Meganck, Philippe Leray, Bernard Manderick