693 search results - page 2 / 139 » Estimation in covariate-adjusted regression |
ICML
2005
IEEE
14 years 11 months ago
2005
IEEE
This paper presents an algorithm to estimate simultaneously both mean and variance of a non parametric regression problem. The key point is that we are able to estimate variance l...
JEI
2010
2010
Estimating reflectance from multispectral camera responses based on partial least-squares regression
13 years 5 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...
ICPR
2008
IEEE
14 years 5 months ago
2008
IEEE
The problem of finding the most appropriate subset of features or regressors is the generic challenge of Machine Learning problems like regression estimation or pattern recognitio...
WACV
2008
IEEE
14 years 5 months ago
2008
IEEE
Automatic human age estimation has considerable potential applications in human computer interaction and multimedia communication. However, the age estimation problem is challengi...
JMLR
2012
12 years 1 months ago
2012
We consider the multiple-response regression problem, where the response is subject to sparse gross errors, in the high-dimensional setup. We propose a tractable regularized M-est...