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A training algorithm for optimal margin classifiers

Data up to Jan 2025

Published1992
Citations11,054
References25

Total Citations Per Year

Abstract

References (25)

Pattern classification and scene analysis

1973 • 12,976 citations

Methods of Mathematical Physics

1989 • 8,443 citations

Linear and nonlinear programming.

1986 • 5,007 citations

Fast Learning in Networks of Locally-Tuned Processing Units

1989 • 4,222 citations

Neural Networks and the Bias/Variance Dilemma

1992 • 3,412 citations

Handwritten Digit Recognition with a Back-Propagation Network

1989 • 3,249 citations

Pattern Classification and Scene Analysis.

1974 • 2,845 citations

Neural Information Processing Systems

2018 • 2,396 citations

Estimation of Dependences Based on Empirical Data

2006 • 2,270 citations

What Size Net Gives Valid Generalization?

1989 • 1,555 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

Numerical Methods for Non-Linear Optimization

1973 • 585 citations

A Theory of Pattern Recognition

1968 • 442 citations

Learning algorithms with optimal stability in neural networks

1987 • 421 citations

Tangent Prop - A formalism for specifying selected invariances in an adaptive network

1991 • 219 citations

Consistent inference of probabilities in layered networks: predictions and generalizations

1989 • 146 citations

On optimal nonlinear associative recall

1975 • 136 citations

Structural Risk Minimization for Character Recognition

1991 • 105 citations

Numerical Methods for Non-Linear Optimization

1974 • 93 citations

Predicting (0, 1)-functions on randomly drawn points

1988 • 88 citations

Bumptrees for Efficient Function, Constraint and Classification Learning

1990 • 70 citations

Comparing different neural network architectures for classifying handwritten digits

1989 • 42 citations

Consistent inference of probabilities in layered networks: Predictions and generalization

1989 • 41 citations

Computer aided cleaning of large databases for character recognition

2003 • 33 citations

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