21 search results - page 1 / 5 » Efficient Translation of Algorithmic Kernels on Large-Scale ... |
CSE
2009
IEEE
13 years 5 months ago
2009
IEEE
In this paper we present the design of a novel embedded processor architecture (which we call a
ICPR
2002
IEEE
13 years 9 months ago
2002
IEEE
Kernel functions can be viewed as a non-linear transformation that increases the separability of the input data by mapping them to a new high dimensional space. The incorporation ...
JMLR
2006
13 years 4 months ago
2006
While classical kernel-based learning algorithms are based on a single kernel, in practice it is often desirable to use multiple kernels. Lanckriet et al. (2004) considered conic ...
ACL
2008
13 years 6 months ago
2008
In statistical language modeling, one technique to reduce the problematic effects of data sparsity is to partition the vocabulary into equivalence classes. In this paper we invest...
ICMLA
2008
13 years 6 months ago
2008
In order to overcome the computation and storage problem for large-scale data set, an efficient iterative method of Generalized Discriminant Analysis is proposed. Because sample v...