283 search results - page 33 / 57 » Bounds on the Generalization Performance of Kernel Machine E... |
PKDD
2009
Springer
14 years 1 months ago
2009
Springer
A frequent problem in density level-set estimation is the choice of the right features that give rise to compact and concise representations of the observed data. We present an eď¬...
COLT
2000
Springer
13 years 11 months ago
2000
Springer
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...
CGO
2006
IEEE
14 years 1 months ago
2006
IEEE
Although compile-time optimizations generally improve program performance, degradations caused by individual techniques are to be expected. One promising research direction to ove...
PPOPP
2010
ACM
14 years 4 months ago
2010
ACM
In LAPACK many matrix operations are cast as block algorithms which iteratively process a panel using an unblocked algorithm and then update a remainder matrix using the high perf...
COLT
1997
Springer
13 years 11 months ago
1997
Springer
: In this paper we prove sanity-check bounds for the error of the leave-one-out cross-validation estimate of the generalization error: that is, bounds showing that the worst-case e...