17390 search results - page 2972 / 3478 » Distributed Data Clustering |
178
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JMLR
2008
15 years 6 months ago
2008
We show how a generic feature selection algorithm returning strongly relevant variables can be turned into a causal structure learning algorithm. We prove this under the Faithfuln...
180
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JMLR
2008
15 years 6 months ago
2008
Causal reasoning is primarily concerned with what would happen to a system under external interventions. In particular, we are often interested in predicting the probability distr...
159
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JPDC
2008
15 years 6 months ago
2008
We present a scalable framework for parallelizing greedy graph coloring algorithms on distributed-memory computers. The framework unifies several existing algorithms and blends a ...
158
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JCM
2006
15 years 6 months ago
2006
Abstract-- Creating high quality network trace files is a difficult task to accomplish on a limited budget. High network speeds may overburden an individual system running packet l...
211
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JMLR
2006
15 years 6 months ago
2006
We propose a family of learning algorithms based on a new form of regularization that allows us to exploit the geometry of the marginal distribution. We focus on a semi-supervised...