2036 search results - page 98 / 408 » 1-norm Support Vector Machines |
147
click to vote
JMLR
2008
15 years 3 months ago
2008
This paper develops bounds on out-of-sample error rates for support vector machines (SVMs). The bounds are based on the numbers of support vectors in the SVMs rather than on VC di...
116
click to vote
JMLR
2010
14 years 10 months ago
2010
We introduce a new method -- the group Dantzig selector -- for high dimensional sparse regression with group structure, which has a convincing theory about why utilizing the group...
129
click to vote
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
We consider support vector machines for binary classification. As opposed to most approaches we use the number of support vectors (the "L0 norm") as a regularizing term ...
123
click to vote
PAKDD
2007
ACM
15 years 10 months ago
2007
ACM
Recent work shows that Support vector machines (SVMs) can be solved efficiently in the primal. This paper follows this line of research and shows how to build sparse support vector...
104
click to vote
NIPS
2000
15 years 5 months ago
2000
A system has been developed to extract diagnostic information from jet engine carcass vibration data. Support Vector Machines applied to novelty detection provide a measure of how...