Automatic Capacity Tuning of Very Large VC-Dimension Classifiers

Pattern classification and scene analysis

1973 • 12,976 citations

A training algorithm for optimal margin classifiers

1992 • 11,054 citations

Backpropagation Applied to Handwritten Zip Code Recognition

1989 • 10,538 citations

Estimation of Dependences Based on Empirical Data

2006 • 2,270 citations

Theoretical Foundations of the Potential Function Method in Pattern Recognition Learning

1964 • 1,508 citations

Regularization Algorithms for Learning That Are Equivalent to Multilayer Networks

1990 • 1,058 citations

Green's Functions

1982 • 297 citations

On optimal nonlinear associative recall

1975 • 136 citations

Structural Risk Minimization for Character Recognition

1991 • 105 citations