Sciweavers

218 search results - page 18 / 44
» Multiclass multiple kernel learning
Sort
View
PAMI
2008
83views more  PAMI 2008»
13 years 7 months ago
Kernels for Generalized Multiple-Instance Learning
Qingping Tao, Stephen D. Scott, N. V. Vinodchandra...
ACL
1998
13 years 9 months ago
A Procedure for Multi-Class Discrimination and some Linguistic Applications
The paper describes a novel computational tool for multiple concept learning. Unlike previous approaches, whose major goal is prediction on unseen instances rather than the legibi...
Vladimir Pericliev, Raúl E. Valdés-P...
ICML
2007
IEEE
14 years 8 months ago
Transductive support vector machines for structured variables
We study the problem of learning kernel machines transductively for structured output variables. Transductive learning can be reduced to combinatorial optimization problems over a...
Alexander Zien, Ulf Brefeld, Tobias Scheffer
CVPR
2005
IEEE
14 years 1 months ago
Robust Face Detection with Multi-Class Boosting
With the aim to design a general learning framework for detecting faces of various poses or under different lighting conditions, we are motivated to formulate the task as a classi...
Yen-Yu Lin, Tyng-Luh Liu
ICML
2007
IEEE
14 years 8 months ago
A kernel path algorithm for support vector machines
The choice of the kernel function which determines the mapping between the input space and the feature space is of crucial importance to kernel methods. The past few years have se...
Gang Wang, Dit-Yan Yeung, Frederick H. Lochovsky