Discrete & Computational Geometry · 2005 · 168 citations · 18 references
ComputingComputer ScienceAlgorithmsMachine LearningApproximation AlgorithmsNearest Neighbor SearchPattern RecognitionApproximation GuaranteesK-nearest NeighborsOutput-sensitive Algorithms
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Nearest neighbor pattern classification
Thomas M. Cover, Peter E. Hart · IEEE Transactions on Information Theory · 1967 · 16.1K citations
Consistent Nonparametric Regression
Charles J. Stone · The Annals of Statistics · 1977 · 1.8K citations · Full text
Natural Sciences, Educational Measurement, Stochastic Modeling +8
Manuel Blum, Robert W. Floyd, Vaughan Pratt et al. · Journal of Computer and System Sciences · 1973 · 1.2K citations
Optimal Rates of Convergence for Nonparametric Estimators
Charles J. Stone · The Annals of Statistics · 1980 · 806 citations · Full text
Optimal Search in Planar Subdivisions
David Kirkpatrick · SIAM Journal on Computing · 1983 · 751 citations