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» Network Properties Revealed through Matrix Functions
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ICCCN
2008
IEEE
15 years 4 months ago
TRACK: A Novel Connected Dominating Set based Sink Mobility Model for WSNs
—The core functionality of a wireless sensor network (WSN) is to detect deviations in expected normal behavior and report it to the sink. In this paper, we propose TRACK — a no...
Avinash Srinivasan, Jie Wu
JMLR
2012
12 years 12 months ago
Random Search for Hyper-Parameter Optimization
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 ...
James Bergstra, Yoshua Bengio
72
Voted
CN
2006
61views more  CN 2006»
14 years 9 months ago
Structuring topologically aware overlay networks using domain names
Abstract-- Overlay networks are application layer systems which facilitate users in performing distributed functions such as searches over the contents of other users. An important...
Demetrios Zeinalipour-Yazti, Vana Kalogeraki
106
Voted
TPDS
2002
155views more  TPDS 2002»
14 years 9 months ago
Extended Dominating-Set-Based Routing in Ad Hoc Wireless Networks with Unidirectional Links
Efficient routing among a set of mobile hosts (also called nodes) is one of the most important functions in ad hoc wireless networks. Routing based on a connected dominating set is...
Jie Wu
INFOCOM
2009
IEEE
15 years 4 months ago
Extreme Value FEC for Wireless Data Broadcasting
Abstract—The advent of practical rateless codes enables implementation of highly efficient packet-level forward error correction (FEC) strategies for reliable data broadcasting ...
Weiyao Xiao, David Starobinski