477 search results - page 29 / 96 » Missing Data Estimation Using Polynomial Kernels |
100
Voted
ICASSP
2009
IEEE
15 years 7 months ago
2009
IEEE
In previous work we introduced a new missing data imputation method for ASR, dubbed sparse imputation. We showed that the method is capable of maintaining good recognition accurac...
98
Voted
MLDM
2007
Springer
15 years 6 months ago
2007
Springer
Abstract. Outlier detection has recently become an important problem in many industrial and financial applications. In this paper, a novel unsupervised algorithm for outlier detec...
143
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SDM
2012
SIAM
13 years 2 months ago
2012
SIAM
Kernel summations are a ubiquitous key computational bottleneck in many data analysis methods. In this paper, we attempt to marry, for the first time, the best relevant technique...
129
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JMLR
2002
15 years 5 days ago
2002
A central problem in learning is selection of an appropriate model. This is typically done by estimating the unknown generalization errors of a set of models to be selected from a...
113
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CVPR
2008
IEEE
16 years 2 months ago
2008
IEEE
We present a method that is capable of tracking and estimating pose of articulated objects in real-time. This is achieved by using a bottom-up approach to detect instances of the ...