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» Probabilistic Algorithms in Robotics
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SAC
2009
ACM
15 years 11 months ago
Applying latent dirichlet allocation to group discovery in large graphs
This paper introduces LDA-G, a scalable Bayesian approach to finding latent group structures in large real-world graph data. Existing Bayesian approaches for group discovery (suc...
Keith Henderson, Tina Eliassi-Rad
148
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INFOCOM
2009
IEEE
15 years 10 months ago
Physical Interference Modeling for Transmission Scheduling on Commodity WiFi Hardware
—The demand for capacity in WiFi networks is driving a new look at transmission scheduling based link layers, particularly in the context of mesh networks. One basic issue here i...
Ritesh Maheshwari, Jing Cao, Samir R. Das
SIGIR
2009
ACM
15 years 10 months ago
Fast nonparametric matrix factorization for large-scale collaborative filtering
With the sheer growth of online user data, it becomes challenging to develop preference learning algorithms that are sufficiently flexible in modeling but also affordable in com...
Kai Yu, Shenghuo Zhu, John D. Lafferty, Yihong Gon...
ICDCS
2007
IEEE
15 years 10 months ago
Secure Event Dissemination in Publish-Subscribe Networks
Abstract. Content-based publish-subscribe (pub-sub) systems are an emerging paradigm for building large-scale information delivery systems. Secure event dissemination in a pub-sub ...
Mudhakar Srivatsa, Ling Liu
INFOCOM
2007
IEEE
15 years 10 months ago
Load Balancing in Large-Scale RFID Systems
A radio frequency identifier (RFID) system consists of inexpensive, uniquely identifiable tags that are mounted on physical objects, and readers that track these tags (and hence...
Qunfeng Dong, Ashutosh Shukla, Vivek Shrivastava, ...