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Local nearest neighbour classification with applications to
  semi-supervised learning
v1v2v3 (latest)

Local nearest neighbour classification with applications to semi-supervised learning

3 April 2017
T. Cannings
Thomas B. Berrett
R. Samworth
ArXiv (abs)PDFHTML

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

12 / 12 papers shown
Title
Contextual Bandits for Unbounded Context Distributions
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
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
Bagged kkk-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
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
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
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
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
Classification with imperfect training labels
T. Cannings
Yingying Fan
R. Samworth
62
47
0
29 May 2018
An adaptive multiclass nearest neighbor classifier
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
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
Achieving the time of 111-NN, but the accuracy of kkk-NN
Lirong Xue
Samory Kpotufe
42
13
0
06 Dec 2017
Asymptotics and Optimal Bandwidth for Nonparametric Estimation of
  Density Level Sets
Asymptotics and Optimal Bandwidth for Nonparametric Estimation of Density Level Sets
Wanli Qiao
37
5
0
31 Jul 2017
1