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» Improved Guarantees for Agnostic Learning of Disjunctions
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COLT
2010
Springer
13 years 2 months ago
Improved Guarantees for Agnostic Learning of Disjunctions
Pranjal Awasthi, Avrim Blum, Or Sheffet
COLT
2008
Springer
13 years 6 months ago
Does Unlabeled Data Provably Help? Worst-case Analysis of the Sample Complexity of Semi-Supervised Learning
We study the potential benefits to classification prediction that arise from having access to unlabeled samples. We compare learning in the semi-supervised model to the standard, ...
Shai Ben-David, Tyler Lu, Dávid Pál