2878 search results - page 130 / 576 » Learning the Common Structure of Data |
196
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TCS
2011
15 years 1 months ago
2011
An active learner has a collection of data points, each with a label that is initially hidden but can be obtained at some cost. Without spending too much, it wishes to find a cla...
141
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GI
2005
Springer
15 years 12 months ago
2005
Springer
: Market research draws a coherent picture of the market based on extensive observations of sales acts from numerous data sources. As the data sources refer to the products sold al...
175
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ICML
2004
IEEE
15 years 12 months ago
2004
IEEE
The paper is concerned with two-class active learning. While the common approach for collecting data in active learning is to select samples close to the classification boundary,...
179
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DEXAW
2005
IEEE
16 years 2 days ago
2005
IEEE
We present the first prototype of INDUS (Intelligent Data Understanding System), a federated, query-centric system for information integration and knowledge acquisition from dist...
176
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NIPS
2008
15 years 7 months ago
2008
With the increased availability of data for complex domains, it is desirable to learn Bayesian network structures that are sufficiently expressive for generalization while at the ...