1062 search results - page 177 / 213 » Sublinear Optimization for Machine Learning |
122
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WWW
2008
ACM
16 years 2 months ago
2008
ACM
Web spam detection has become one of the top challenges for the Internet search industry. Instead of using some heuristic rules, we propose a feature re-extraction strategy to opt...
98
Voted
ACCV
2009
Springer
15 years 8 months ago
2009
Springer
Mixtures of Gaussians are a crucial statistical modeling tool at the heart of many challenging applications in computer vision and machine learning. In this paper, we first descri...
125
Voted
ICPR
2008
IEEE
15 years 8 months ago
2008
IEEE
With the increase of the training set’s size, the efficiency of support vector machine (SVM) classifier will be confined. To solve such a problem, a novel preextracting method f...
118
Voted
ICRA
2008
IEEE
15 years 8 months ago
2008
IEEE
— Integrating information coming from different sensors is a fundamental capability for autonomous robots. For complex tasks like topological localization, it would be desirable ...
151
Voted
IJCNN
2008
IEEE
15 years 8 months ago
2008
IEEE
Abstract— This paper proposes a combination of methodologies based on a recent development –called Extreme Learning Machine (ELM)– decreasing drastically the training time of...