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Learning Boolean Functions in an Infinite Attribute Space

โœ Scribed by Blum, Avrim


Book ID
119651447
Publisher
Springer
Year
1992
Tongue
English
Weight
855 KB
Volume
9
Category
Article
ISSN
0885-6125

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โœ A. Blum; L. Hellerstein; N. Littlestone ๐Ÿ“‚ Article ๐Ÿ“… 1995 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 864 KB

This paper addresses the problem of learning boolean functions in query and mistake-bound models in the presence of irrelevant attributes. In learning a concept, a learner may observe a great many more attributes than those that the concept depends upon, and in some sense the presence of extra, irre