3668 search results - page 90 / 734 » Margin Distribution and Learning |
168
click to vote
NEUROSCIENCE
2001
Springer
15 years 8 months ago
2001
Springer
We propose a theoretical framework for specification and analysis of a class of learning problems that arise in open-ended environments that contain multiple, distributed, dynamic...
158
click to vote
ICIP
2003
IEEE
15 years 9 months ago
2003
IEEE
Two main issues arise when working in the area of texture segmentation: the need to describe the texture accurately by capturing its underlying structure, and the need to perform ...
147
click to vote
WWW
2004
ACM
16 years 5 months ago
2004
ACM
Personalized support for learners becomes even more important, when e-Learning takes place in open and dynamic learning and information networks. This paper shows how to realize p...
156
click to vote
ICML
2004
IEEE
15 years 9 months ago
2004
IEEE
We investigate how to learn a kernel matrix for high dimensional data that lies on or near a low dimensional manifold. Noting that the kernel matrix implicitly maps the data into ...
125
click to vote
DSMML
2004
Springer
15 years 9 months ago
2004
Springer
Abstract. We present an SVM-based learning algorithm for information extraction, including experiments on the influence of different algorithm settings. Our approach needs fewer ...