Isabelle Guyon
AT&T (United States)
1 paper in the Anchorcite directory, published in 1992, cited 11,806 times in total.
ORCID profileResearch topics
- Neural Networks and Applications · 1 paper
- Blind Source Separation Techniques · 1 paper
- Optical Polarization and Ellipsometry · 1 paper
Frequent co-authors
- Bernhard E. Boser · 1 paper
- Vladimir N. Vapnik · 1 paper
Papers
- A training algorithm for optimal margin classifiers1992 · 11,806 citations
A training algorithm that maximizes the margin between the training patterns and the decision boundary is presented. The technique is applicable to a wide variety of the classification functions, including Perceptrons, polynomials, and Radial Basis Functions. The effective number of…
Metadata from OpenAlex (CC0).