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Does data interpolation contradict statistical optimality?

Does data interpolation contradict statistical optimality?

25 June 2018
M. Belkin
Alexander Rakhlin
Alexandre B. Tsybakov
ArXivPDFHTML

Papers citing "Does data interpolation contradict statistical optimality?"

2 / 52 papers shown
Title
Overfitting or perfect fitting? Risk bounds for classification and
  regression rules that interpolate
Overfitting or perfect fitting? Risk bounds for classification and regression rules that interpolate
M. Belkin
Daniel J. Hsu
P. Mitra
AI4CE
28
256
0
13 Jun 2018
Optimal ridge penalty for real-world high-dimensional data can be zero
  or negative due to the implicit ridge regularization
Optimal ridge penalty for real-world high-dimensional data can be zero or negative due to the implicit ridge regularization
D. Kobak
Jonathan Lomond
Benoit Sanchez
33
89
0
28 May 2018
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