736 search results - page 35 / 148 » Generalization Error Estimation for Non-linear Learning Meth... |
ICML
2005
IEEE
14 years 9 months ago
2005
IEEE
We consider support vector machines for binary classification. As opposed to most approaches we use the number of support vectors (the "L0 norm") as a regularizing term ...
ICIP
2007
IEEE
14 years 3 months ago
2007
IEEE
In this paper, we propose a learning-based demosaicing and a restoration error detection. A Vector Quantization (VQ)based method is utilized for learning. We take advantage of a s...
ISBI
2008
IEEE
14 years 9 months ago
2008
IEEE
We propose a quantified asymmetry based method for age estimation. Our method uses machine learning to discover automatically the most discriminative asymmetry feature set from di...
ICASSP
2010
IEEE
13 years 9 months ago
2010
IEEE
In this paper, we study the fundamental performance limits of image denoising where the aim is to recover the original image from its noisy observation. Our study is based on a ge...
ICASSP
2009
IEEE
13 years 6 months ago
2009
IEEE
Digital compensation of nonlinear systems is an important topic in many practical applications. This paper considers the problem of predistortion of nonlinear systems described us...