406 search results - page 22 / 82 » Covering Numbers for Support Vector Machines |
144
click to vote
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Beamformers are spatial filters that pass source signals in particular focused locations while suppressing interference from elsewhere. The widely-used minimum variance adaptive b...
146
click to vote
ACCV
2010
Springer
14 years 11 months ago
2010
Springer
Support Vector Regression (SVR) has been a long standing problem in machine learning, and gains its popularity on various computer vision tasks. In this paper, we propose a structu...
153
click to vote
SAC
2005
ACM
15 years 9 months ago
2005
ACM
Active learning is a generic approach to accelerate training of classifiers in order to achieve a higher accuracy with a small number of training examples. In the past, simple ac...
131
click to vote
SDM
2009
SIAM
16 years 1 months ago
2009
SIAM
This paper proposes Twin Vector Machine (TVM), a constant space and sublinear time Support Vector Machine (SVM) algorithm for online learning. TVM achieves its favorable scaling b...
163
click to vote
CEAS
2011
Springer
14 years 4 months ago
2011
Springer
Spamming botnets present a critical challenge in the control of spam messages due to the sheer volume and wide spread of the botnet members. In this paper we advocate the approach...