2466 search results - page 409 / 494 » Algorithms for distributed functional monitoring |
110
Voted
UAI
2008
15 years 2 months ago
2008
Graphical models are usually learned without regard to the cost of doing inference with them. As a result, even if a good model is learned, it may perform poorly at prediction, be...
111
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IMAGING
2003
15 years 1 months ago
2003
We present a study on various statistics relevant to research on color constancy. Many of these analyses could not have been done before simply because a large database for color ...
117
Voted
UAI
2000
15 years 1 months ago
2000
Particle filters (PFs) are powerful samplingbased inference/learning algorithms for dynamic Bayesian networks (DBNs). They allow us to treat, in a principled way, any type of prob...
106
Voted
GECCO
2008
Springer
15 years 1 months ago
2008
Springer
Modularity and symmetry are two properties observed in almost every engineering and biological structure. The origin of these properties in nature is still unknown. Yet, as engine...
115
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ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We develop a semi-supervised learning method that constrains the posterior distribution of latent variables under a generative model to satisfy a rich set of feature expectation c...