203 search results - page 19 / 41 » Hierarchical Gaussian Process Regression |
120
Voted
JEI
2010
2010
Estimating reflectance from multispectral camera responses based on partial least-squares regression
14 years 10 months ago
Abstract. In multispectral imaging systems, the accuracy of reflectance estimation can be degraded by the nonlinearity in imaging process, which is due to non-Gaussian distribution...
133
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ICDM
2009
IEEE
15 years 10 months ago
2009
IEEE
Quantile regression refers to the process of estimating the quantiles of a conditional distribution and has many important applications within econometrics and data mining, among ...
141
Voted
ML
2002
ACM
15 years 3 months ago
2002
ACM
In this paper, we elaborate on the well-known relationship between Gaussian Processes (GP) and Support Vector Machines (SVM) under some convex assumptions for the loss functions. ...
129
Voted
NIPS
2003
15 years 4 months ago
2003
Nonlinear filtering can solve very complex problems, but typically involve very time consuming calculations. Here we show that for filters that are constructed as a RBF network ...
127
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
We present a method for the removal of noise including nonGaussian impulses from a signal. Impulse noise is removed jointly a homogenous Gaussian noise floor using a Gabor regres...