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Optimal weighted nearest neighbour classifiers

Optimal weighted nearest neighbour classifiers

30 January 2011
R. Samworth
ArXivPDFHTML

Papers citing "Optimal weighted nearest neighbour classifiers"

6 / 6 papers shown
Title
Multivariate root-n-consistent smoothing parameter free matching estimators and estimators of inverse density weighted expectations
Multivariate root-n-consistent smoothing parameter free matching estimators and estimators of inverse density weighted expectations
H. Holzmann
A. Meister
119
1
0
17 Feb 2025
Augmentation Invariant Manifold Learning
Augmentation Invariant Manifold Learning
Shulei Wang
179
1
0
01 Nov 2022
Asymptotics and optimal bandwidth selection for highest density region
  estimation
Asymptotics and optimal bandwidth selection for highest density region estimation
R. Samworth
M. Wand
85
55
0
04 Oct 2010
Choice of neighbor order in nearest-neighbor classification
Choice of neighbor order in nearest-neighbor classification
P. Hall
B. Park
R. Samworth
182
319
0
29 Oct 2008
Statistical performance of support vector machines
Statistical performance of support vector machines
Gilles Blanchard
Olivier Bousquet
P. Massart
340
161
0
03 Apr 2008
Fast learning rates for plug-in classifiers
Fast learning rates for plug-in classifiers
Jean-Yves Audibert
Alexandre B. Tsybakov
518
465
0
17 Aug 2007
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