The uniform convergence of nearest neighbor regression function estimators and their application in optimization

Nearest neighbor pattern classification

1967 • 13,310 citations

On Estimation of a Probability Density Function and Mode

1962 • 9,957 citations

Probability Inequalities for sums of Bounded Random Variables

1994 • 7,059 citations

Probability Inequalities for Sums of Bounded Random Variables

1963 • 4,356 citations

Remarks on Some Nonparametric Estimates of a Density Function

1956 • 4,296 citations

On Estimating Regression

1964 • 3,307 citations

On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities

2015 • 3,217 citations

On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities

1971 • 2,313 citations

A Nonparametric Estimate of a Multivariate Density Function

1965 • 768 citations

Probability Inequalities for Sums of Independent Random Variables

1971 • 348 citations

Estimation by the nearest neighbor rule

1968 • 347 citations

A Discussion of Random Methods for Seeking Maxima

1958 • 318 citations

Probability Inequalities for the Sum of Independent Random Variables

1962 • 155 citations

Remarks on Non-Parametric Estimates for Density Functions and Regression Curves

1970 • 128 citations

A variable structure automaton used as a multimodal searching technique

1966 • 90 citations

A Search Technique for Multimodal Surfaces

1969 • 45 citations

Nonparametric Discrimination and Density Estimation.

1976 • 33 citations

Optimization Strategies in Adaptive Control: A Selective Survey

1975 • 31 citations

Adaptive Global Search in a Time-Variant Environment Using a Probabilistic Automaton with Pattern Recognition Supervision

1970 • 22 citations

7 Adaptive Optimization Procedures

1970 • 10 citations

On the Rate of Convergence for the Law of Large Numbers

1969 • 4 citations

Deleted Work

1955 • 0 citations