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IJCAI
2007
13 years 10 months ago
The Value of Observation for Monitoring Dynamic Systems
We consider the fundamental problem of monitoring (i.e. tracking) the belief state in a dynamic system, when the model is only approximately correct and when the initial belief st...
Eyal Even-Dar, Sham M. Kakade, Yishay Mansour
AAAI
2010
13 years 10 months ago
Efficient Belief Propagation for Utility Maximization and Repeated Inference
Many problems require repeated inference on probabilistic graphical models, with different values for evidence variables or other changes. Examples of such problems include utilit...
Aniruddh Nath, Pedro Domingos
KAIS
2011
79views more  KAIS 2011»
13 years 3 months ago
A general framework for measuring inconsistency through minimal inconsistent sets
Abstract. Hunter and Konieczny explored the relationships between measures of inconsistency for a belief base and the minimal inconsistent subsets of that belief base in several of...
Kedian Mu, Weiru Liu, Zhi Jin
SEMCO
2008
IEEE
14 years 2 months ago
Do These News Videos Portray a News Event from Different Ideological Perspectives?
Television news has been the predominant way of understanding the world around us, but individual news broadcasters can frame or mislead audience’s understanding about political...
Wei-Hao Lin, Alexander G. Hauptmann
ICASSP
2011
IEEE
13 years 7 days ago
Dynamics of tongue gestures extracted automatically from ultrasound
We describe a system for automatically extracting dynamics of tongue gestures from ultrasound images of the tongue using translational deep belief networks (tDBNs). In tDBNs, a jo...
Jeff Berry, Ian Fasel