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CIKM
2010
Springer
15 years 5 months ago
Yes we can: simplex volume maximization for descriptive web-scale matrix factorization
Matrix factorization methods are among the most common techniques for detecting latent components in data. Popular examples include the Singular Value Decomposition or Nonnegative...
Christian Thurau, Kristian Kersting, Christian Bau...
ICRA
2010
IEEE
163views Robotics» more  ICRA 2010»
15 years 5 months ago
Exploiting domain knowledge in planning for uncertain robot systems modeled as POMDPs
Abstract— We propose a planning algorithm that allows usersupplied domain knowledge to be exploited in the synthesis of information feedback policies for systems modeled as parti...
Salvatore Candido, James C. Davidson, Seth Hutchin...
IEEESP
2010
115views more  IEEESP 2010»
15 years 5 months ago
How Internet Users' Privacy Concerns Have Evolved since 2002
In 2002, we established a baseline for Internet users’ online privacy values. Through a survey we found that information transfer, notice/awareness, and information storage were...
Annie I. Antón, Julia Brande Earp, Jessica ...
INFFUS
2010
121views more  INFFUS 2010»
15 years 5 months ago
The statistical mechanics of belief sharing in multi-agent systems
- Many exciting, emerging applications require that a group of agents share a coherent view of the world given spatial distribution, incomplete and uncertain sensors, and communica...
Robin Glinton, Katia P. Sycara, David Scerri, Paul...
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INFOCOM
2010
IEEE
15 years 5 months ago
Bayesian Inference for Localization in Cellular Networks
—In this paper, we present a general technique based on Bayesian inference to locate mobiles in cellular networks. We study the problem of localizing users in a cellular network ...
Hui Zang, François Baccelli, Jean Bolot