1860 search results - page 217 / 372 » Boosting Methods for Regression |
207
Voted
MLMI
2007
Springer
15 years 9 months ago
2007
Springer
We describe a method for recovering 3D human body pose from silhouettes. Our model is based on learning a latent space using the Gaussian Process Latent Variable Model (GP-LVM) [1]...
115
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ICTAI
2005
IEEE
15 years 9 months ago
2005
IEEE
In this paper we present a prediction process of the Stock Exchange of Thailand index using adaptive evolution strategies. The prediction process does not require the knowledge of...
120
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ICANN
2005
Springer
15 years 9 months ago
2005
Springer
This paper presents a new method for the selection of the two hyperparameters of Least Squares Support Vector Machine (LS-SVM) approximators with Gaussian Kernels. The two hyperpar...
105
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MLCW
2005
Springer
15 years 9 months ago
2005
Springer
In this paper we present lessons learned in the Evaluating Predictive Uncertainty Challenge. We describe the methods we used in regression challenges, including our winning method ...
128
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ICPR
2000
IEEE
15 years 7 months ago
2000
IEEE
In this paper we introduce a novel way of modeling distributions with a low latent dimensionality. Our method allows for a strict control of the properties of the mapping between ...