A training algorithm for optimal margin classifiers
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 classif...
Publications
3 shownStructural Risk Minimization for Character Recognition
The method of Structural Risk Minimization refers to tuning the capacity of the classifier to the available amount of training data. This capacity is influenced by several facto...
Handwritten Digit Recognition with a Back-Propagation Network
We present an application of back-propagation networks to handwritten digit recognition. Minimal preprocessing of the data was required, but architecture of the network was high...
Frequent Co-Authors
Researcher Info
- h-index
- 3
- Publications
- 3
- Citations
- 15,135
- Institution
- University of California, Berkeley
External Links
Identifiers
- ORCID
- 0000-0003-3922-133X
Impact Metrics
h-index
3
h-index: Number of publications with at least h citations each.