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» Online Learning with Queries
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COLT
1998
Springer
15 years 4 months ago
The Query Complexity of Finding Local Minima in the Lattice
Amos Beimel, Felix Geller, Eyal Kushilevitz
KDD
2009
ACM
227views Data Mining» more  KDD 2009»
16 years 9 days ago
Efficiently learning the accuracy of labeling sources for selective sampling
Many scalable data mining tasks rely on active learning to provide the most useful accurately labeled instances. However, what if there are multiple labeling sources (`oracles...
Pinar Donmez, Jaime G. Carbonell, Jeff Schneider
CVPR
2007
IEEE
16 years 1 months ago
Online Learning Asymmetric Boosted Classifiers for Object Detection
We present an integrated framework for learning asymmetric boosted classifiers and online learning to address the problem of online learning asymmetric boosted classifiers, which ...
Minh-Tri Pham, Tat-Jen Cham
ICML
2010
IEEE
14 years 9 months ago
Implicit Online Learning
Online learning algorithms have recently risen to prominence due to their strong theoretical guarantees and an increasing number of practical applications for large-scale data ana...
Brian Kulis, Peter L. Bartlett