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159
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MSS
2010
IEEE
15 years 1 months ago
2010
IEEE
Following Stollery[1998], we extend the Solow, Dasgupta-Heal model to analyze the e
189
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JMLR
2010
15 years 1 months ago
2010
With the increasing popularity of largescale probabilistic graphical models, even "lightweight" approximate inference methods are becoming infeasible. Fortunately, often...
203
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TMI
2010
15 years 1 months ago
2010
We propose a nonparametric, probabilistic model for the automatic segmentation of medical images, given a training set of images and corresponding label maps. The resulting inferen...
182
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JMLR
2010
15 years 1 months ago
2010
We propose Dirichlet Process mixtures of Generalized Linear Models (DP-GLMs), a new method of nonparametric regression that accommodates continuous and categorical inputs, models ...
143
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HVEI
2010
15 years 8 months ago
2010
In this work we simulate the effect of the human eye's maladaptation to visual perception over time through a supra