1547 search results - page 68 / 310 » Randomized Variable Elimination |
145
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NIPS
2007
15 years 4 months ago
2007
In this paper we model relational random variables on the edges of a network using Gaussian processes (GPs). We describe appropriate GP priors, i.e., covariance functions, for dir...
133
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NIPS
2003
15 years 4 months ago
2003
We present an analysis of concentration-of-expectation phenomena in layered Bayesian networks that use generalized linear models as the local conditional probabilities. This frame...
108
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AAAI
1994
15 years 4 months ago
1994
We present the results of an empirical study of several constraint satisfaction search algorithms and heuristics. Using a random problem generator that allows us to create instanc...
102
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CP
2007
Springer
15 years 9 months ago
2007
Springer
Preferences and uncertainty are common in many real-life problems. In this paper, we focus on bipolar preferences and on uncertainty modelled via uncontrollable variables. However,...
148
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CSL
2001
Springer
15 years 7 months ago
2001
Springer
Hyper tableau reasoning is a version of clausal form tableau reasoning where all negative literals in a clause are resolved away in a single inference step. Constrained hyper table...