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129
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ICML
2010
IEEE
15 years 3 months ago
High-Performance Semi-Supervised Learning using Discriminatively Constrained Generative Models
We develop a semi-supervised learning method that constrains the posterior distribution of latent variables under a generative model to satisfy a rich set of feature expectation c...
Gregory Druck, Andrew McCallum
CORR
2010
Springer
136views Education» more  CORR 2010»
15 years 15 days ago
Delay-Constrained Multicast Routing Algorithm Based on Average Distance Heuristic
Multicast is the ability of a communication network to accept a single message from an application and to deliver copies of the message to multiple recipients at different locatio...
Ling Zhou, Wei-xiong Ding, Yu-xi Zhu
CEC
2010
IEEE
14 years 5 months ago
Co-evolutionary search path planning under constrained information-sharing for a cooperative unmanned aerial vehicle team
—Mobile cooperative sensor networks are increasingly used for surveillance and reconnaissance tasks to support domain picture compilation. However, efficient distributed informat...
Jean Berger, Jens Happe
117
Voted
NOMS
2008
IEEE
15 years 8 months ago
Host-aware routing in multicast overlay backbone
— To support large-scale Internet-based broadcast of live streaming video efficiently in content delivery networks (CDNs), it is essential to implement a cost-effective overlay ...
Jun Guo, Sanjay Jha
136
Voted
GLOBECOM
2006
IEEE
15 years 8 months ago
Linear Coherent Decentralized Estimation
Abstract—We consider the distributed estimation of an unknown vector signal in a resource constrained sensor network with a fusion center. Due to power and bandwidth limitations,...
Jinjun Xiao, Shuguang Cui, Zhi-Quan Luo, Andrea J....