1691 search results - page 167 / 339 » Restricted subset selection |
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
We present a novel algorithm for computing a training set consistent subset for the nearest neighbor decision rule. The algorithm, called FCNN rule, has some desirable properties....
142
Voted
WWW
2005
ACM
16 years 4 months ago
2005
ACM
We exploit the recently proposed Concept Abduction inference service in Description Logics to solve Concept Covering problems. We propose a framework and polynomial greedy algorit...
132
Voted
KDD
2005
ACM
16 years 4 months ago
2005
ACM
We propose a hybrid, unsupervised document clustering approach that combines a hierarchical clustering algorithm with Expectation Maximization. We developed several heuristics to ...
142
Voted
CVPR
2010
IEEE
15 years 12 months ago
2010
IEEE
Learning object categories from small samples is a challenging problem, where machine learning tools can in general provide very few guarantees. Exploiting prior knowledge may be ...
121
Voted
ASPLOS
2010
ACM
15 years 10 months ago
2010
ACM
Prior work has shown dramatic acceleration for various database operations on GPUs, but only using primitives that are not part of conventional database languages such as SQL. Thi...