5799 search results - page 434 / 1160 » Position Paper |
154
click to vote
ICML
2009
IEEE
16 years 7 months ago
2009
IEEE
Previous studies on multi-instance learning typically treated instances in the bags as independently and identically distributed. The instances in a bag, however, are rarely indep...
186
click to vote
ICML
2007
IEEE
16 years 7 months ago
2007
IEEE
The advances in kernel-based learning necessitate the study on solving a large-scale non-sparse positive definite linear system. To provide a deterministic approach, recent resear...
153
click to vote
ICML
2006
IEEE
16 years 7 months ago
2006
IEEE
Kernel learning plays an important role in many machine learning tasks. However, algorithms for learning a kernel matrix often scale poorly, with running times that are cubic in t...
178
click to vote
ICML
2006
IEEE
16 years 7 months ago
2006
IEEE
Most work on preference learning has focused on pairwise preferences or rankings over individual items. In this paper, we present a method for learning preferences over sets of it...
175
click to vote
ICML
2003
IEEE
16 years 7 months ago
2003
IEEE
In this paper we analyze the most popular evaluation metrics for separate-and-conquer rule learning algorithms. Our results show that all commonly used heuristics, including accur...