2050 search results - page 303 / 410 » Shapes as empirical distributions |
168
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COLT
2007
Springer
16 years 15 days ago
2007
Springer
This paper analyzes the potential advantages and theoretical challenges of “active learning” algorithms. Active learning involves sequential sampling procedures that use infor...
177
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ICA
2007
Springer
16 years 15 days ago
2007
Springer
We present a robust algorithm for independent component analysis that uses the sum of marginal quadratic negentropies as a dependence measure. It can handle arbitrary source densit...
144
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JSSPP
2007
Springer
16 years 14 days ago
2007
Springer
Abstract. This paper empirically explores the advantages of the collaboration between different parallel compute sites in a decentralized grid scenario. To this end, we assume ind...
146
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PKDD
2007
Springer
16 years 13 days ago
2007
Springer
The goal in domain adaptation is to train a model using labeled data sampled from a domain different from the target domain on which the model will be deployed. We exploit unlabel...
176
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SUM
2007
Springer
16 years 13 days ago
2007
Springer
Schema matching is the task of matching between concepts describing the meaning of data in various heterogeneous, distributed data sources. With many heuristics to choose from, sev...