31 search results - page 2 / 7 » Convergence in Distribution for Subset Counts Between Random... |
CDC
2009
IEEE
13 years 10 months ago
2009
IEEE
Abstract— A distributed online learning framework for support vector machines (SVMs) is presented and analyzed. First, the generic binary classification problem is decomposed in...
CORR
2010
Springer
13 years 5 months ago
2010
Springer
Abstract-- We propose distributed algorithms to automatically deploy a group of robotic agents and provide coverage of a discretized environment represented by a graph. The classic...
BMCBI
2008
13 years 5 months ago
2008
Background: Large biological data sets, such as expression profiles, benefit from reduction of random noise. Principal component (PC) analysis has been used for this purpose, but ...
INFOCOM
2010
IEEE
13 years 3 months ago
2010
IEEE
—In wireless networks, how to select transmit power that maximizes throughput is a challenging problem. On one hand, transmissions at a high power level could increase interferen...
IAT
2009
IEEE
14 years 5 days ago
2009
IEEE
In building practical sensor networks, it is often beneficial to use only a subset of sensors to take measurements because of computational, communication, and power limitations....