1897 search results - page 139 / 380 » Sparse Additive Machine |
110
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JMLR
2006
15 years 23 days ago
2006
In order to perform object recognition it is necessary to learn representations of the underlying components of images. Such components correspond to objects, object-parts, or fea...
77
Voted
TSP
2008
15 years 21 days ago
2008
Abstract--We present a versatile framework for tractable computation of approximate variances in large-scale Gaussian Markov random field estimation problems. In addition to its ef...
112
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ICASSP
2011
IEEE
14 years 4 months ago
2011
IEEE
This paper introduces a discriminative extension to whole-word point process modeling techniques. Meant to circumvent the strong independence assumptions of their generative prede...
104
Voted
JCPHY
2011
14 years 3 months ago
2011
This paper is concerned with the fast solution of high frequency electromagnetic scattering problems using the boundary integral formulation. We extend the O(N log N) directional ...
103
Voted
CVPR
2010
IEEE
15 years 4 months ago
2010
IEEE
Kernel machines rely on an implicit mapping of the data such that non-linear classification in the original space corresponds to linear classification in the new space. As kernel ...