1617 search results - page 6 / 324 » Using Gaussian Processes to Optimize Expensive Functions |
CDC
2009
IEEE
13 years 11 months ago
2009
IEEE
The explicit solution of the filtering problem with exponential criteria for a general Gaussian signal is obtained through an approach which is based on a conditional Cameron-Mart...
ICML
2009
IEEE
14 years 8 months ago
2009
IEEE
WCE
2007
13 years 8 months ago
2007
—One of main issues in point matching is the choice of the mapping function and the computation of its optimal hyperparameters. In this paper, we propose an attractive approach t...
ICIP
2005
IEEE
14 years 1 months ago
2005
IEEE
Fundamental to any graph cut segmentation methods is the assignment of edge weights. The existing solutions typically use gaussian, exponential or rectangular cost functions with ...
ICCV
2007
IEEE
14 years 9 months ago
2007
IEEE
Discriminative methods for visual object category recognition are typically non-probabilistic, predicting class labels but not directly providing an estimate of uncertainty. Gauss...