3395 search results - page 459 / 679 » Learning to efficiently rank |
133
click to vote
ICML
2005
IEEE
16 years 6 months ago
2005
IEEE
We introduce a family of kernels on discrete data structures within the general class of decomposition kernels. A weighted decomposition kernel (WDK) is computed by dividing objec...
155
click to vote
ICML
2005
IEEE
16 years 6 months ago
2005
IEEE
We consider support vector machines for binary classification. As opposed to most approaches we use the number of support vectors (the "L0 norm") as a regularizing term ...
141
click to vote
ICML
2004
IEEE
16 years 6 months ago
2004
IEEE
We consider the problem of decentralized detection under constraints on the number of bits that can be transmitted by each sensor. In contrast to most previous work, in which the ...
145
click to vote
ICML
2003
IEEE
16 years 6 months ago
2003
IEEE
A new kernel function between two labeled graphs is presented. Feature vectors are defined as the counts of label paths produced by random walks on graphs. The kernel computation ...
153
click to vote
ICML
2003
IEEE
16 years 6 months ago
2003
IEEE
Naive Bayes is often used as a baseline in text classification because it is fast and easy to implement. Its severe assumptions make such efficiency possible but also adversely af...