arXiv Open Access 2018

Does data interpolation contradict statistical optimality?

Mikhail Belkin Alexander Rakhlin Alexandre B. Tsybakov

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Abstrak

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

Topik & Kata Kunci

stat.ML cs.LG math.ST

Penulis (3)

Mikhail Belkin

Alexander Rakhlin

Alexandre B. Tsybakov

Format Sitasi

APA MLA BibTeX

Belkin, M., Rakhlin, A., Tsybakov, A.B. (2018). Does data interpolation contradict statistical optimality?. https://arxiv.org/abs/1806.09471

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Informasi Jurnal

Tahun Terbit: 2018
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓