Benign overfitting and adaptive nonparametric regression
- CREST-ENSAE(Crest-法国国立统计与经济管理学院)
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英文摘要:
In the nonparametric regression setting, we construct an estimator which is a continuous function interpolating the data points with high probability, while attaining minimax optimal rates under mean squared risk on the scale of Hölder classes adaptively to the unknown smoothness.