254 search results - page 27 / 51 » Filtered Gaussian Processes for Learning with Large Data-Set... |
155
Voted
ICASSP
2011
IEEE
14 years 7 months ago
2011
IEEE
The idea of learning overcomplete dictionaries based on the paradigm of compressive sensing has found numerous applications, among which image denoising is considered one of the m...
144
Voted
JMLR
2010
14 years 10 months ago
2010
Appropriate selection of the kernel function, which implicitly defines the feature space of an algorithm, has a crucial role in the success of kernel methods. In this paper, we co...
144
Voted
ICASSP
2008
IEEE
15 years 10 months ago
2008
IEEE
This paper describes a new method for fast speaker adaptation in large vocabulary recognition systems. As in most HMM-based recognizers, the observation densities are modeled as a...
119
Voted
FCCM
1998
IEEE
15 years 8 months ago
1998
IEEE
Over the past year we have been exploring the use of FPGA-based custom computing machines for several sonar beamforming applications, including time-domain beamforming[1], frequen...
159
Voted
JMLR
2012
13 years 6 months ago
2012
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...