2683 search results - page 104 / 537 » Machine learning problems from optimization perspective |
91
Voted
ICML
2003
IEEE
16 years 3 months ago
2003
IEEE
In many real world applications, active selection of training examples can significantly reduce the number of labelled training examples to learn a classification function. Differ...
122
Voted
AIRS
2010
Springer
14 years 11 months ago
2010
Springer
Machine learning algorithms in various forms are now increasingly being used on a variety of portable devices, starting from cell phones to PDAs. They often form a part of standard...
103
Voted
ML
2002
ACM
15 years 1 months ago
2002
ACM
Solving in an efficient manner many different optimal control tasks within the same underlying environment requires decomposing the environment into its computationally elemental ...
154
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SDM
2012
SIAM
13 years 4 months ago
2012
SIAM
Kernel summations are a ubiquitous key computational bottleneck in many data analysis methods. In this paper, we attempt to marry, for the first time, the best relevant technique...
AAAI
1996
15 years 3 months ago
1996
As more information becomes available electronically, tools for finding information of interest to users becomes increasingly important. The goal of the research described here is...