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» Distributed parameter estimation in networks
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116
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ICML
2003
IEEE
16 years 3 months ago
Learning with Knowledge from Multiple Experts
The use of domain knowledge in a learner can greatly improve the models it produces. However, high-quality expert knowledge is very difficult to obtain. Traditionally, researchers...
Matthew Richardson, Pedro Domingos
111
Voted
P2P
2009
IEEE
103views Communications» more  P2P 2009»
15 years 9 months ago
Towards Robust Peer Counting
Abstract—This paper describes T-SIZE, a peer counting protocol that is based on gossip-based aggregation. Peer counting has become increasingly important as the size of the netwo...
Alberto Montresor, Ali Ghodsi
126
Voted
GLOBECOM
2007
IEEE
15 years 9 months ago
Output Traffic Characterization of Policers and Shapers with Long-Range Dependent Input Traffic
 Long-range dependence (LRD) is a largely verified property of Internet traffic, which severely affects network queuing. An approach for guaranteeing performance requirements is...
Stefano Bregni, Paolo Giacomazzi, Gabriella Saddem...
105
Voted
FCT
2007
Springer
15 years 9 months ago
A Novel Information Transmission Problem and Its Optimal Solution
We propose and study a new information transmission problem motivated by today’s internet. A real number, perhaps representing control information in a network, is encoded using...
Eric Bach, Jin-yi Cai
109
Voted
ICASSP
2011
IEEE
14 years 6 months ago
Sequential Monte Carlo Radio-Frequency tomographic tracking
Radio Frequency (RF) tomographic tracking is the process of tracking moving targets by analyzing changes of attenuation in wireless transmissions. This paper presents a novel sequ...
Yunpeng Li, Xi Chen, Mark Coates, Bo Yang