1450 search results - page 127 / 290 » Complexity of Inference in Graphical Models |
135
Voted
ICRA
2009
IEEE
15 years 9 months ago
2009
IEEE
— An autonomous robot system that is to act in a real-world environment is faced with the problem of having to deal with a high degree of both complexity as well as uncertainty. ...
127
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ESANN
2007
15 years 4 months ago
2007
Abstract. We propose a new algorithm for estimating the causal structure that underlies the observed dependence among n (n ≥ 4) binary variables X1, . . . , Xn. Our inference pri...
164
Voted
CVPR
2010
IEEE
15 years 10 months ago
2010
IEEE
We introduce a novel data-driven mean-shift belief propagation
(DDMSBP) method for non-Gaussian MRFs, which
often arise in computer vision applications. With the aid
of scale sp...
161
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EDBTW
2006
Springer
15 years 6 months ago
2006
Springer
Scientific workflows facilitate automation, reuse, and reproducibility of scientific data management and analysis tasks. Scientific workflows are often modeled as dataflow networks...
100
Voted
COLING
2002
15 years 2 months ago
2002
To support context-based multimodal interpretation in conversational systems, we have developed a semantics-based representation to capture salient information from user inputs an...