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ICANN
2001
Springer
15 years 8 months ago
The Bayesian Committee Support Vector Machine
Empirical evidence indicates that the training time for the support vector machine (SVM) scales to the square of the number of training data points. In this paper, we introduce the...
Anton Schwaighofer, Volker Tresp
177
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AAAI
2011
14 years 4 months ago
Mean Field Inference in Dependency Networks: An Empirical Study
Dependency networks are a compelling alternative to Bayesian networks for learning joint probability distributions from data and using them to compute probabilities. A dependency ...
Daniel Lowd, Arash Shamaei
106
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SENSYS
2003
ACM
15 years 9 months ago
Sensor network as a distributed manager for multi-robot task allocation
Maxim A. Batalin, Gaurav S. Sukhatme