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COLT
2000
Springer
15 years 8 months ago
Entropy Numbers of Linear Function Classes
This paper collects together a miscellany of results originally motivated by the analysis of the generalization performance of the “maximum-margin” algorithm due to Vapnik and...
Robert C. Williamson, Alex J. Smola, Bernhard Sch&...
131
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GFKL
2007
Springer
166views Data Mining» more  GFKL 2007»
15 years 10 months ago
Classifying Number Expressions in German Corpora
Number and date expressions are essential information items in corpora and therefore play a major role in various text mining applications. However, so far number expressions were ...
Irene M. Cramer, Stefan Schacht, Andreas Merkel
COLT
1999
Springer
15 years 8 months ago
Covering Numbers for Support Vector Machines
—Support vector (SV) machines are linear classifiers that use the maximum margin hyperplane in a feature space defined by a kernel function. Until recently, the only bounds on th...
Ying Guo, Peter L. Bartlett, John Shawe-Taylor, Ro...
AGILEDC
2006
IEEE
15 years 10 months ago
Embedded Agile Project by the Numbers With Newbies
There is a class of projects that can only be accomplished via agile practices due to their complexity and risks. It is rare for such a project to be staffed with newbies but it h...
Nancy Van Schooenderwoert