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SODA
2004
ACM
15 years 8 months ago
2004
ACM
d Abstract] Robert Krauthgamer James R. Lee We present a simple deterministic data structure for maintaining a set S of points in a general metric space, while supporting proximit...
173
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UAI
2004
15 years 8 months ago
2004
Within the task of collaborative filtering two challenges for computing conditional probabilities exist. First, the amount of training data available is typically sparse with resp...
204
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UAI
2004
15 years 8 months ago
2004
Previous work on sensitivity analysis in Bayesian networks has focused on single parameters, where the goal is to understand the sensitivity of queries to single parameter changes...
191
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UAI
2004
15 years 8 months ago
2004
In recent years, there is a growing interest in learning Bayesian networks with continuous variables. Learning the structure of such networks is a computationally expensive proced...
218
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USS
2004
15 years 8 months ago
2004
Computer worms -- malicious, self-propagating programs -- represent a significant threat to large networks. One possible defense, containment, seeks to limit a worm's spread ...