k-NN Regression Adapts to Local Intrinsic Dimension

19 October 2011

Papers citing "k-NN Regression Adapts to Local Intrinsic Dimension"

5 / 5 papers shown

Title
Explaining the Success of Nearest Neighbor Methods in Prediction George H. Chen Devavrat Shah OOD 207 146 0 21 Feb 2025
Contextual Bandits for Unbounded Context Distributions Puning Zhao Xiaogang Xu Zhe Liu Huiwen Wu Qin Zhang Zong Ke Tianhang Zheng 155 6 0 19 Aug 2024
A Spectral Series Approach to High-Dimensional Nonparametric Regression Ann B. Lee Rafael Izbicki BDL AI4TS 181 37 0 01 Feb 2016
Escaping the curse of dimensionality with a tree-based regressor Samory Kpotufe 80 19 0 19 Feb 2009
Local polynomial regression on unknown manifolds Peter J. Bickel Bo Li 170 129 0 07 Aug 2007