Local nearest neighbour classification with applications to
semi-supervised learning

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Local nearest neighbour classification with applications to semi-supervised learning

3 April 2017

Thomas B. Berrett

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Papers citing "Local nearest neighbour classification with applications to semi-supervised learning"

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Title
Contextual Bandits for Unbounded Context Distributions Puning Zhao Xiaogang Xu Zhe Liu Huiwen Wu Qin Zhang Zong Ke Tianhang Zheng 304 10 0 19 Aug 2024
Sharp-SSL: Selective high-dimensional axis-aligned random projections for semi-supervised learning Tengyao Wang Yan Sun M. Gataric R. Samworth 61 1 0 18 Apr 2023
Bagged $k$ -Distance for Mode-Based Clustering Using the Probability of Localized Level Sets H. Hang 62 0 0 18 Oct 2022
Benefit of Interpolation in Nearest Neighbor Algorithms Yue Xing Qifan Song Guang Cheng 91 30 0 23 Feb 2022
Profitable Strategy Design for Trades on Cryptocurrency Markets with Machine Learning Techniques Mohsen Asgari H. Khasteh 33 1 0 14 May 2021
Adversarially Robust Estimate and Risk Analysis in Linear Regression Yue Xing Ruizhi Zhang Guang Cheng AAML 64 28 0 18 Dec 2020
Strongly universally consistent nonparametric regression and classification with privatised data Thomas B. Berrett László Gyorfi Harro Walk 57 16 0 31 Oct 2020
Classification with imperfect training labels T. Cannings Yingying Fan R. Samworth 62 47 0 29 May 2018
An adaptive multiclass nearest neighbor classifier Nikita Puchkin V. Spokoiny 63 8 0 08 Apr 2018
Marginal Singularity, and the Benefits of Labels in Covariate-Shift Samory Kpotufe Guillaume Martinet 189 96 0 05 Mar 2018
Achieving the time of $1$ -NN, but the accuracy of $k$ -NN Lirong Xue Samory Kpotufe 42 13 0 06 Dec 2017
Asymptotics and Optimal Bandwidth for Nonparametric Estimation of Density Level Sets Wanli Qiao 37 5 0 31 Jul 2017