234 search results - page 13 / 47 » Lightweight Task Graph Inference for Distributed Application... |
100
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CVPR
2003
IEEE
16 years 1 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, ...
107
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EUROPAR
2005
Springer
15 years 5 months ago
2005
Springer
In large-scale parallel applications a graph coloring is often carried out to schedule computational tasks. In this paper, we describe a new distributedmemory algorithm for doing t...
265
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BICA
2010
14 years 6 months ago
2010
Deep-layer machine learning architectures continue to emerge as a promising biologically-inspired framework for achieving scalable perception in artificial agents. State inference ...
ICMLA
2009
14 years 9 months ago
2009
We describe a generative model for graph edges under specific degree distributions which admits an exact and efficient inference method for recovering the most likely structure. T...
NIPS
2008
15 years 1 months ago
2008
Motivated by applications like elections, web-page ranking, revenue maximization etc., we consider the question of inferring popular rankings using constrained data. More specific...