775 search results - page 98 / 155 » First-order probabilistic inference |
113
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RAS
2010
14 years 11 months ago
2010
This article investigates fundamental issues in scaling autonomous personal robots towards open-ended sets of everyday manipulation tasks which involve high complexity and vague j...
103
Voted
ICDM
2010
IEEE
14 years 10 months ago
2010
IEEE
In this paper, we study probabilistic modeling of heterogeneously attributed multi-dimensional arrays. The model can manage the heterogeneity by employing an individual exponential...
87
Voted
JMLR
2010
14 years 7 months ago
2010
Many real world applications employ multivariate performance measures and each example can belong to multiple classes. The currently most popular approaches train an SVM for each ...
107
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NIPS
2008
15 years 2 months ago
2008
Before the age of 4 months, infants make inductive inferences about the motions of physical objects. Developmental psychologists have provided verbal accounts of the knowledge tha...
109
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CVPR
2003
IEEE
16 years 2 months ago
2003
IEEE
Probabilistic models have been adopted for many computer vision applications, however inference in highdimensional spaces remains problematic. As the statespace of a model grows, ...