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118
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JMLR
2006
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JMLR 2006
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Stability Properties of Empirical Risk Minimization over Donsker Classes
15 years 2 months ago
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jmlr.csail.mit.edu
We study some stability properties of algorithms which minimize (or almost-minimize) empirical error over Donsker classes of functions. We show that, as the number n of samples gr...
Andrea Caponnetto, Alexander Rakhlin
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