Nonparametric regression suffers from curse of dimensionality, requiring a relatively large sample size for accurate estimation beyond the univariate case. In this paper, we consider a simple metho...

中文翻译：

---

通过低秩正则化进行样本高效的非参数回归


非参数回归受到维数诅咒的影响，需要相对较大的样本量才能在单变量情况之外进行准确估计。在本文中，我们考虑了一种简单的方法...