An Algorithm to Learn Read-Once Threshold Formulas, and Some Generic Transformations Between Learning Models (Revised Version)

TitleAn Algorithm to Learn Read-Once Threshold Formulas, and Some Generic Transformations Between Learning Models (Revised Version)
Publication TypeTechnical Report
Year of Publication1993
AuthorsBshouty, N. H., Hancock T. R., Hellerstein L., & Karpinski M.
Other Numbers825
Abstract

We present a membership query (i.e. black box interpolation) algorithm for exactly identifying the class of read-once formulas over the basis of boolean threshold functions. We also present a catalogue of generic transformations that can be used to convert an algorithm in one learning model into an algorithm in a different model.

URLhttp://www.icsi.berkeley.edu/ftp/global/pub/techreports/1993/tr-93-037.pdf
Bibliographic Notes

ICSI Technical Report TR-93-037

Abbreviated Authors

N. H. Bshouty, T. R. Hancock, L. Hellerstein, and M. Karpinski

ICSI Publication Type

Technical Report