619 search results - page 56 / 124 » A Kernel Method for the Two-Sample Problem |
130
click to vote
JMLR
2006
15 years 2 months ago
2006
This paper presents an online support vector machine (SVM) that uses the stochastic meta-descent (SMD) algorithm to adapt its step size automatically. We formulate the online lear...
129
Voted
IPPS
2007
IEEE
15 years 9 months ago
2007
IEEE
Automatic library generators, such as ATLAS [11], Spiral [8] and FFTW [2], are promising technologies to generate efficient code for different computer architectures. The library...
110
Voted
ISNN
2005
Springer
15 years 8 months ago
2005
Springer
In least squares support vector (LS-SVM), the key challenge lies in the selection of free parameters such as kernel parameters and tradeoff parameter. However, when a large number ...
110
Voted
ICML
2010
IEEE
15 years 3 months ago
2010
IEEE
We develop a penalized kernel smoothing method for the problem of selecting nonzero elements of the conditional precision matrix, known as conditional covariance selection. This p...
105
Voted
PDPTA
2003
15 years 3 months ago
2003
We present a novel approach to parallel Boolean satisfiability (SAT) checking. A distinctive feature of our parallel SAT checker is that it incorporates all essential heuristics ...