10054 search results - page 170 / 2011 » On the Complexity of Function Learning |
ICML
2001
IEEE
16 years 1 months ago
2001
IEEE
In this paper, we propose a unified non-quadratic loss function for regression known as soft insensitive loss function (SILF). SILF is a flexible model and possesses most of the d...
109
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ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
This paper extends previous work on skewing, an approach to problematic functions in decision tree induction. The previous algorithms were applicable only to functions of binary v...
83
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ATAL
2007
Springer
15 years 6 months ago
2007
Springer
The interaction and integration of agent technology and data mining presents prominent benefits to solve some of challenging issues in individual areas. For instance, data mining ...
78
Voted
ICCV
2009
IEEE
16 years 5 months ago
2009
IEEE
Similarity metrics that are learned from labeled training
data can be advantageous in terms of performance
and/or efficiency. These learned metrics can then be used
in conjuncti...
85
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
We present new, general-purpose kernels for protein structure analysis, and describe how to apply them to structural motif discovery and function classification. Experiments show ...