1900 search results - page 232 / 380 » Gaussian Processes in Machine Learning |
CVPR
2010
IEEE
14 years 6 months ago
2010
IEEE
In this paper, we propose a new method to construct an edge-preserving filter which has very similar response to the bilateral filter. The bilateral filter is a normalized convolu...
ILP
2007
Springer
14 years 4 months ago
2007
Springer
Bias/variance analysis is a useful tool for investigating the performance of machine learning algorithms. Conventional analysis decomposes loss into errors due to aspects of the le...
JCST
2011
13 years 5 months ago
2011
Software defect detection aims to automatically identify defective software modules for efficient software test in order to improve the quality of a software system. Although many...
ICIP
2001
IEEE
14 years 12 months ago
2001
IEEE
Large margin classifiers have demonstrated their advantages in many visual learning tasks, and have attracted much attention in vision and image processing communities. In this pa...
ICCV
2009
IEEE
15 years 3 months ago
2009
IEEE
Many machine learning algorithms require the summation of Gaussian kernel
functions, an expensive operation if implemented straightforwardly. Several methods
have been proposed t...