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» A Practical Algorithm for Network Topology Inference
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CDC
2010
IEEE
215views Control Systems» more  CDC 2010»
15 years 1 months ago
Consensus with robustness to outliers via distributed optimization
Over the past few years, a number of distributed algorithms have been developed for integrating the measurements acquired by a wireless sensor network. Among them, average consensu...
Jixin Li, Ehsan Elhamifar, I.-Jeng Wang, Ren&eacut...
174
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AAAI
2008
15 years 8 months ago
Exploiting Causal Independence Using Weighted Model Counting
Previous studies have demonstrated that encoding a Bayesian network into a SAT-CNF formula and then performing weighted model counting using a backtracking search algorithm can be...
Wei Li 0002, Pascal Poupart, Peter van Beek
166
Voted
INFOCOM
2008
IEEE
16 years 23 days ago
Stability and Delay Bounds in Heterogeneous Networks of Aggregate Schedulers
—Aggregate scheduling is one of the most promising solutions to the issue of scalability in networks, like DiffServ networks and high speed switches, where hard QoS guarantees ar...
Gianluca Rizzo, Jean-Yves Le Boudec
177
Voted
ICPP
2008
IEEE
16 years 24 days ago
Fast Source Switching for Gossip-Based Peer-to-Peer Streaming
In this paper we consider gossip-based Peer-to-Peer streaming applications where multiple sources exist and they work serially. More specifically, we tackle the problem of fast s...
Zhenhua Li, Jiannong Cao, Guihai Chen, Yan Liu
139
Voted
KDD
2005
ACM
103views Data Mining» more  KDD 2005»
16 years 6 months ago
Fast discovery of unexpected patterns in data, relative to a Bayesian network
We consider a model in which background knowledge on a given domain of interest is available in terms of a Bayesian network, in addition to a large database. The mining problem is...
Szymon Jaroszewicz, Tobias Scheffer