2348 search results - page 7 / 470 » A Kernel Approach to Comparing Distributions |
109
click to vote
CONCUR
2004
Springer
15 years 5 months ago
2004
Springer
We introduce a generic family of behavioral relations for which the problem of comparing an arbitrary transition system to some finite-state specification can be reduced to a model...
102
click to vote
ALT
2008
Springer
15 years 10 months ago
2008
Springer
Abstract. Three simple and explicit procedures for testing the independence of two multi-dimensional random variables are described. Two of the associated test statistics (L1, log-...
134
click to vote
PPOPP
2009
ACM
16 years 1 months ago
2009
ACM
A stream processor executes an application that has been decomposed into a sequence of kernels that operate on streams of data elements. During the execution of a kernel, all stre...
126
click to vote
ALT
2003
Springer
15 years 10 months ago
2003
Springer
In this paper, we present a kernel trick embedded Gaussian Mixture Model (GMM), called kernel GMM. The basic idea is to embed kernel trick into EM algorithm and deduce a parameter ...
129
click to vote
JMLR
2010
14 years 11 months ago
2010
Convolution kernels for trees provide simple means for learning with tree-structured data. The computation time of tree kernels is quadratic in the size of the trees, since all pa...