22 search results - page 1 / 5 » Incorporating prior knowledge with weighted margin support v... |
KDD
2004
ACM
13 years 10 months ago
2004
ACM
Like many purely data-driven machine learning methods, Support Vector Machine (SVM) classifiers are learned exclusively from the evidence presented in the training dataset; thus ...
IJON
2008
13 years 4 months ago
2008
ML
2008
ACM
13 years 4 months ago
2008
ACM
This paper explores the addition of constraints to the linear programming formulation of the support vector regression problem for the incorporation of prior knowledge. Equality an...
CVPR
2006
IEEE
14 years 6 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...
ICASSP
2009
IEEE
13 years 11 months ago
2009
IEEE
In the process of music content creation, a wide range of typical audio effects such as reverberation, equalization or dynamic compression are very commonly used. Despite the fact...