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UAI
1996
15 years 5 months ago
Asymptotic Model Selection for Directed Networks with Hidden Variables
We extend the Bayesian Information Criterion (BIC), an asymptotic approximation for the marginal likelihood, to Bayesian networks with hidden variables. This approximation can be ...
Dan Geiger, David Heckerman, Christopher Meek
ICML
2010
IEEE
15 years 5 months ago
Hilbert Space Embeddings of Hidden Markov Models
Hidden Markov Models (HMMs) are important tools for modeling sequence data. However, they are restricted to discrete latent states, and are largely restricted to Gaussian and disc...
Le Song, Sajid M. Siddiqi, Geoffrey J. Gordon, Ale...
146
Voted
ENTCS
2008
110views more  ENTCS 2008»
15 years 3 months ago
Modelling Devices for Natural Interaction
We do not interact with systems without first performing some physical action on a physical device. This paper shows how formal notations and formal models can be developed to acc...
Alan J. Dix, Masitah Ghazali, Devina Ramduny-Ellis
ENTCS
2007
134views more  ENTCS 2007»
15 years 3 months ago
A Compact Linear Translation for Bounded Model Checking
We present a syntactic scheme for translating future-time LTL bounded model checking problems into propositional satisfiability problems. The scheme is similar in principle to th...
Paul B. Jackson, Daniel Sheridan
BC
1998
76views more  BC 1998»
15 years 3 months ago
An equivalent cable model for neuronal trees with active membrane
A non-uniform equivalent cable model of membrane voltage changes in branching neuronal trees with active ion channels has been developed. A general branching condition is formulate...
Michael Ohme, Andreas Schierwagen