1897 search results - page 27 / 380 » Sparse Additive Machine |
117
Voted
ICML
2009
IEEE
15 years 7 months ago
2009
IEEE
In real sequence labeling tasks, statistics of many higher order features are not sufficient due to the training data sparseness, very few of them are useful. We describe Sparse H...
CVPR
2001
IEEE
16 years 2 months ago
2001
IEEE
Bayesian approaches to supervised learning use priors on the classifier parameters. However, few priors aim at achieving "sparse" classifiers, where irrelevant/redundant...
TIT
2010
14 years 7 months ago
2010
This article considers sparse signal recovery in the presence of noise. A mutual incoherence condition which was previously used for exact recovery in the noiseless case is shown t...
110
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ICPP
2008
IEEE
15 years 7 months ago
2008
IEEE
We introduce Scioto, Shared Collections of Task Objects, a lightweight framework for providing task management on distributed memory machines under one-sided and globalview parall...
122
Voted
COLT
2005
Springer
15 years 6 months ago
2005
Springer
We discuss a simple sparse linear problem that is hard to learn with any algorithm that uses a linear combination of the training instances as its weight vector. The hardness holds...