continuous-time bayesian networks

JMLR
2010

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Mean Field Variational Approximation for Continuous-Time Bayesian Networks

13 years 6 months ago

Continuous-time Bayesian networks is a natural structured representation language for multicomponent stochastic processes that evolve continuously over time. Despite the compact r...

Ido Cohn, Tal El-Hay, Nir Friedman, Raz Kupferman

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ICML
2010
IEEE

202views Machine Learning» more ICML 2010»

Continuous-Time Belief Propagation

14 years 18 days ago

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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

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