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Learnability beyond AC0

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3 Author(s)
Jackson, J.C. ; Duquesne Univ., Pittsburgh, PA, USA ; Klivans, A.R. ; Servedio, R.A.

We give an algorithm for learning a more expressive circuit class than the class AC0 considered by Linial et al. (1993) and Kharitonov (1993). The new algorithm learns constant-depth AND/OR/NOT circuits augmented with (a limited number of) majority gates. Our main positive result for these circuits is stated informally

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Computational Complexity, 2002. Proceedings. 17th IEEE Annual Conference on

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