624 search results - page 25 / 125 » The Tradeoffs of Large Scale Learning |
ICDM
2008
IEEE
14 years 2 months ago
2008
IEEE
This paper presents a data oriented approach to modeling the complex computing systems, in which an ensemble of correlation models are discovered to represent the system status. I...
SIAMIS
2011
13 years 2 months ago
2011
Abstract. Many problems of low-level computer vision and image processing, such as denoising, deconvolution, tomographic reconstruction or superresolution, can be addressed by maxi...
CVPR
2009
IEEE
15 years 2 months ago
2009
IEEE
Scarcity and infeasibility of human supervision for large
scale multi-class classification problems necessitates active
learning. Unfortunately, existing active learning methods
...
CORR
2008
Springer
13 years 8 months ago
2008
Springer
This paper considers a multiple input multiple output (MIMO) two-way relay channel, where two nodes want to exchange data with each other using multiple relays. An iterative algor...
SBCCI
2006
ACM
14 years 1 months ago
2006
ACM
Platform-based design is a method to implement complex SoCs, avoiding chip design from scratch. A promising evolution of platform-based design are MPSoC. Such generic architecture...