544 search results - page 39 / 109 » Active Learning with Model Selection in Linear Regression |
99
Voted
CVPR
2010
IEEE
15 years 10 months ago
2010
IEEE
Active learning methods aim to select the most informative unlabeled instances to label first, and can help to focus image or video annotations on the examples that will most impr...
141
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IJCAI
2001
15 years 3 months ago
2001
For many supervised learning tasks it is very costly to produce training data with class labels. Active learning acquires data incrementally, at each stage using the model learned...
111
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ICASSP
2010
IEEE
15 years 2 months ago
2010
IEEE
We recently proposed a new algorithm to perform acoustic model adaptation to noisy environments called Linear Spline Interpolation (LSI). In this method, the nonlinear relationshi...
115
Voted
ICML
2004
IEEE
15 years 7 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,...
134
Voted
KDD
2008
ACM
16 years 2 months ago
2008
ACM
Privacy-preserving data mining (PPDM) is an emergent research area that addresses the incorporation of privacy preserving concerns to data mining techniques. In this paper we prop...