756 search results - page 72 / 152 » Incremental Training of Multiclass Support Vector Machines |
152
Voted
ECML
2006
Springer
15 years 7 months ago
2006
Springer
This paper presents a decoupled two stage solution to the multiple-instance learning (MIL) problem. With a constructed affinity matrix to reflect the instance relations, a modified...
135
Voted
EMNLP
2009
15 years 1 months ago
2009
We present a framework to extract the most important features (tree fragments) from a Tree Kernel (TK) space according to their importance in the target kernelbased machine, e.g. ...
125
Voted
CVPR
2006
IEEE
16 years 5 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...
130
Voted
ICPR
2008
IEEE
16 years 4 months ago
2008
IEEE
In this paper, we proposes an effective and novel approach to recognize subtle facial expression method which is facial expression deformation. The proposed method deforms subtle ...
116
Voted
NIPS
2001
15 years 5 months ago
2001
Support Vector Machines (SVMs) are currently the state-of-the-art models for many classication problems but they suer from the complexity of their training algorithm which is at l...