2683 search results - page 487 / 537 » Machine learning problems from optimization perspective |
GECCO
2004
Springer
14 years 3 months ago
2004
Springer
In order to handle classification problems with real-valued attributes using discretization algorithms it is necessary to obtain a good and reduced set of cut points in order to l...
ICVS
1999
Springer
14 years 2 months ago
1999
Springer
Many modern computer vision systems are built by chaining together standard vision procedures, often in graphical programming environments such as Khoros, CVIPtools or IUE. Typical...
JMLR
2010
13 years 5 months ago
2010
We study the problem of image denoising where images are assumed to be samples from low dimensional (sub)manifolds. We propose the algorithm of locally linear denoising. The algor...
ICPR
2002
IEEE
14 years 3 months ago
2002
IEEE
This paper describes a novel application of Statistical Learning Theory (SLT) for motion prediction. SLT provides analytical VC-generalization bounds for model selection; these bo...
FLAIRS
2003
13 years 11 months ago
2003
Imitation represents a powerful approach for programming and autonomous learning in robot and computer systems. An important aspect of imitation is the mapping of observations to ...