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Improved Guarantees for Agnostic Learning of Disjunctions
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COLT
2010
Springer
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Machine Learning
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Improved Guarantees for Agnostic Learning of Disjunctions
15 years 25 days ago
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Pranjal Awasthi, Avrim Blum, Or Sheffet
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COLT
2008
Springer
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Machine Learning
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Does Unlabeled Data Provably Help? Worst-case Analysis of the Sample Complexity of Semi-Supervised Learning
15 years 4 months ago
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colt2008.cs.helsinki.fi
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
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