976 search results - page 105 / 196 » Training of Support Vector Machines with Mahalanobis Kernels |
151
click to vote
IJCAI
2007
15 years 7 months ago
2007
The training of support vector machines (SVM) involves a quadratic programming problem, which is often optimized by a complicated numerical solver. In this paper, we propose a muc...
152
click to vote
NECO
2007
15 years 5 months ago
2007
In recent years, gradient-based LSTM recurrent neural networks (RNNs) solved many previously RNN-unlearnable tasks. Sometimes, however, gradient information is of little use for t...
159
click to vote
ICML
2010
IEEE
15 years 7 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...
171
click to vote
SDM
2009
SIAM
16 years 3 months ago
2009
SIAM
Support Vector Machines (SVMs) are a leading tool in classification and pattern recognition and the kernel function is one of its most important components. This function is used...
141
click to vote
DAS
2010
Springer
15 years 10 months ago
2010
Springer
In this paper we tackle the problem of document image retrieval by combining a similarity measure between documents and the probability that a given document belongs to a certain ...