Complexity Theoretic Limitations on Learning DNF's

Amit Daniely, Shai Shalev-Shwartz

Abstract: Using the recently developed framework of Daniely, Linial and Shalev-Shwartz, we show that under a natural assumption on the complexity of random K-SAT, learning DNF formulas is hard. Furthermore, ...