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» The Complexity of Belief Update
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ICML
2010
IEEE
15 years 7 months ago
Continuous-Time Belief Propagation
Many temporal processes can be naturally modeled as a stochastic system that evolves continuously over time. The representation language of continuous-time Bayesian networks allow...
Tal El-Hay, Ido Cohn, Nir Friedman, Raz Kupferman
JMLR
2010
143views more  JMLR 2010»
15 years 29 days ago
Incremental Sigmoid Belief Networks for Grammar Learning
We propose a class of Bayesian networks appropriate for structured prediction problems where the Bayesian network's model structure is a function of the predicted output stru...
James Henderson, Ivan Titov
TRUSTBUS
2010
Springer
15 years 4 months ago
Safe and Efficient Strategies for Updating Firewall Policies
Abstract. Due to the large size and complex structure of modern networks, firewall policies can contain several thousand rules. The size and complexity of these policies require au...
Zeeshan Ahmed, Abdessamad Imine, Michaël Rusi...
ACL
1992
15 years 7 months ago
Modeling Negotiation Subdialogues
This paper presents a plan-based model that handles negotiation subdialogues by inferring both the communicative actions that people pursue when speaking and the beliefs underlyin...
Lynn Lambert, Sandra Carberry
SYNTHESE
2011
86views more  SYNTHESE 2011»
15 years 1 months ago
Objective Bayesianism, Bayesian conditionalisation and voluntarism
Objective Bayesianism has been criticised on the grounds that objective Bayesian updating, which on a finite outcome space appeals to the maximum entropy principle, differs from...
Jon Williamson