1403 search results - page 42 / 281 » Sampling Techniques for Kernel Methods |
FOCM
2006
14 years 9 months ago
2006
In this paper, we study an online learning algorithm in Reproducing Kernel Hilbert Spaces (RKHS) and general Hilbert spaces. We present a general form of the stochastic gradient m...
BMCBI
2007
14 years 10 months ago
2007
Background: There is a large amount of microarray data accumulating in public databases, providing various data waiting to be analyzed jointly. Powerful kernel-based methods are c...
ICMCS
2006
IEEE
15 years 3 months ago
2006
IEEE
The resampling of discrete-time signals where the underlying analog signal is non-bandlimited is considered in this paper. We extend the generalized sampling theory developed base...
SAC
2010
ACM
14 years 8 months ago
2010
ACM
—A huge portion of todays Web consists of web pages filled with information from myriads of online databases. This part of the Web, known as the deep Web, is to date relatively ...
ICCV
2007
IEEE
15 years 11 months ago
2007
IEEE
We propose a method for removing non-uniform motion blur from multiple blurry images. Traditional methods focus on estimating a single motion blur kernel for the entire image. In ...