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» A Survey on Counting Networks
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UAI
2008
13 years 8 months ago
Hybrid Variational/Gibbs Collapsed Inference in Topic Models
Variational Bayesian inference and (collapsed) Gibbs sampling are the two important classes of inference algorithms for Bayesian networks. Both have their advantages and disadvant...
Max Welling, Yee Whye Teh, Bert Kappen

Publication
331views
15 years 6 months ago
On Accurate and Efficient Statistical Counting in Sensor-Based Surveillance Systems
Sensor networks have been used in many surveillance systems, providing statistical information about monitored areas. Accurate counting information (e.g., the distribution of the ...
Shuo Guo, Tian He, Mohamed F. Mokbel, John A. Stan...
CORR
2010
Springer
164views Education» more  CORR 2010»
13 years 7 months ago
Performance Comparison of Link, Node and Zone Disjoint Multi-path Routing Strategies and Minimum Hop Single Path Routing for Mob
The high-level contribution of this paper is a simulation-based analysis to evaluate the tradeoffs between lifetime and hop count of link-disjoint, node-disjoint and zone-disjoint...
Natarajan Meghanathan
ICWSM
2009
13 years 4 months ago
Salsa: Leveraging Email to Create a Social Network for the Enterprise
Kristin Brooke Stecher, Scott Counts, Lili Cheng, ...
DCOSS
2008
Springer
13 years 8 months ago
Stochastic Counting in Sensor Networks, or: Noise Is Good
We propose a novel algorithm of counting indistinguishable objects by a collection of sensors. The information on multiple counting is recovered from the stochastic correlation pat...
Yuliy M. Baryshnikov, Edward G. Coffman Jr., Kyung...