2878 search results - page 130 / 576 » Learning the Common Structure of Data |
155
Voted
TCS
2011
14 years 10 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...
101
Voted
GI
2005
Springer
15 years 9 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...
136
Voted
ICML
2004
IEEE
15 years 9 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,...
135
Voted
DEXAW
2005
IEEE
15 years 9 months 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...
141
Voted
NIPS
2008
15 years 5 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 ...