127 search results - page 5 / 26 » Training SVM with indefinite kernels |
CVPR
2005
IEEE
14 years 9 months ago
2005
IEEE
Kernel functions are often cited as a mechanism to encode prior knowledge of a learning task. But it can be difficult to capture prior knowledge effectively. For example, we know ...
EACL
2006
ACL Anthology
13 years 9 months ago
2006
ACL Anthology
We present a new method for detecting and disambiguating named entities in open domain text. A disambiguation SVM kernel is trained to exploit the high coverage and rich structure...
NIPS
1998
13 years 9 months ago
1998
Training a Support Vector Machine (SVM) requires the solution of a very large quadratic programming (QP) problem. This paper proposes an algorithm for training SVMs: Sequential Mi...
WILF
2005
Springer
14 years 1 months ago
2005
Springer
This paper reports experiments that explore performance differences in two previous studies that investigated SVM classification of neonatal pain expressions using the Infant COPE ...
CVPR
2006
IEEE
14 years 9 months ago
2006
IEEE
In this paper we discuss object detection when only a small number of training examples are given. Specifically, we show how to incorporate a simple prior on the distribution of n...