Does data interpolation contradict statistical optimality?

25 Jun 2018  ·  Mikhail Belkin, Alexander Rakhlin, Alexandre B. Tsybakov ·

We show that learning methods interpolating the training data can achieve optimal rates for the problems of nonparametric regression and prediction with square loss.

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