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COLT
2000
Springer
13 years 11 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&...
GFKL
2007
Springer
166views Data Mining» more  GFKL 2007»
14 years 1 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
13 years 11 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
14 years 1 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
DAM
2007
84views more  DAM 2007»
13 years 7 months ago
Estimates of covering numbers of convex sets with slowly decaying orthogonal subsets
Covering numbers of precompact symmetric convex subsets of Hilbert spaces are investigated. Lower bounds are derived for sets containing orthogonal subsets with norms of their ele...
Vera Kurková, Marcello Sanguineti