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Computational Sample Complexity

Published in SIAM Journal on Computing • Jan 1, 2000
Authors:
Scott E. Decatur
,
Oded Goldreich
,
Dana Ron

Abstract

In a variety of PAC learning models, a trade-off between time and information seems to exist: with unlimited time, a small amount of information suffices, but with time restrictions, more information sometimes seems to be required. In addition, it has long been known that there are concept classes t...

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