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» A Practical Approach to Model Extension
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AGI
2008
15 years 6 months ago
A computational approximation to the AIXI model
Universal induction solves in principle the problem of choosing a prior to achieve optimal inductive inference. The AIXI theory, which combines control theory and universal induct...
Sergey Pankov
MASCOTS
2003
15 years 6 months ago
Software Performance Modeling Using UML and Petri Nets
Abstract. Software systems are today one of the most complex artifacts, they are simultaneously used by hundred-thousand of people sometimes in risk real time operations, such as a...
José Merseguer, Javier Campos
JMLR
2006
113views more  JMLR 2006»
15 years 4 months ago
Learning the Structure of Linear Latent Variable Models
We describe anytime search procedures that (1) find disjoint subsets of recorded variables for which the members of each subset are d-separated by a single common unrecorded cause...
Ricardo Silva, Richard Scheines, Clark Glymour, Pe...
IFM
2004
Springer
175views Formal Methods» more  IFM 2004»
15 years 10 months ago
State/Event-Based Software Model Checking
Abstract. We present a framework for model checking concurrent software systems which incorporates both states and events. Contrary to other state/event approaches, our work also i...
Sagar Chaki, Edmund M. Clarke, Joël Ouaknine,...
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JMLR
2002
111views more  JMLR 2002»
15 years 4 months ago
The Learning-Curve Sampling Method Applied to Model-Based Clustering
We examine the learning-curve sampling method, an approach for applying machinelearning algorithms to large data sets. The approach is based on the observation that the computatio...
Christopher Meek, Bo Thiesson, David Heckerman