Nearest neighbor classification in infinite dimension
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Publication:5429582
DOI10.1051/ps:2006014zbMath1187.62115OpenAlexW2035457324MaRDI QIDQ5429582
Arnaud Guyader, Frédéric Cérou
Publication date: 30 November 2007
Published in: ESAIM: Probability and Statistics (Search for Journal in Brave)
Full work available at URL: http://www.numdam.org/item?id=PS_2006__10__340_0
Asymptotic properties of nonparametric inference (62G20) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nonparametric estimation (62G05)
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Cites Work
- On the kernel rule for function classification
- On the almost everywhere convergence of nonparametric regression function estimates
- Consistent nonparametric regression. Discussion
- On the strong universal consistency of nearest neighbor regression function estimates
- Kernel regression estimation when the regressor takes values in metric space
- Functional Classification in Hilbert Spaces
- Nearest neighbor pattern classification
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