709 search results - page 70 / 142 » Dynamically Adapting Kernels in Support Vector Machines |
132
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
When equipped with kernel functions, online learning algorithms are susceptible to the "curse of kernelization" that causes unbounded growth in the model size. To addres...
126
Voted
ICIP
2004
IEEE
16 years 5 months ago
2004
IEEE
This paper presents a robust face detector under partial occlusion. In recent years, the effectiveness of Support Vector Machine (SVM) to object detection is reported. However, co...
158
Voted
AVSS
2007
IEEE
15 years 10 months ago
2007
IEEE
This paper proposes to apply optimized One-Class Support Vector Machines (1-SVMs) as a discriminative framework in order to address a specific audio classification problem. Firs...
107
Voted
IJCNN
2006
IEEE
15 years 9 months ago
2006
IEEE
— Area Under the ROC Curve (AUC) is often used to evaluate ranking performance in binary classification problems. Several researchers have approached AUC optimization by approxi...
125
Voted
ICANN
2005
Springer
15 years 9 months ago
2005
Springer
This paper presents a new method for the selection of the two hyperparameters of Least Squares Support Vector Machine (LS-SVM) approximators with Gaussian Kernels. The two hyperpar...