4629 search results - page 46 / 926 » Space Kernel Analysis |
ICPR
2008
IEEE
15 years 6 months ago
2008
IEEE
Given a bipartite graph of collaborative ratings, the task of recommendation and rating prediction can be modeled with graph kernels. We interpret these graph kernels as the inver...
102
click to vote
PAKDD
2007
ACM
15 years 6 months ago
2007
ACM
Convolution kernels, constructed by convolution of sub-kernels defined on sub-structures of composite objects, are widely used in classification, where one important issue is to ch...
102
click to vote
PKDD
2004
Springer
15 years 5 months ago
2004
Springer
We show how carefully crafted random matrices can achieve distance-preserving dimensionality reduction, accelerate spectral computations, and reduce the sample complexity of certai...
KDD
2002
ACM
16 years 8 days ago
2002
ACM
100
click to vote
JMLR
2010
14 years 6 months ago
2010
This paper deals with functional regression, in which the input attributes as well as the response are functions. To deal with this problem, we develop a functional reproducing ke...