Influences in Product Spaces: KKL and BKKKL Revisited
Combinatorics, Probability and Computing
The influence of variables on Boolean functions
SFCS '88 Proceedings of the 29th Annual Symposium on Foundations of Computer Science
Decision trees and influences of variables over product probability spaces
Combinatorics, Probability and Computing
On the influences of variables on boolean functions in product spaces
Combinatorics, Probability and Computing
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We show that certain statements related to the Fourier-Walsh expansion of functions with respect to a biased measure on the discrete cube can be deduced from the respective results for the uniform measure by a simple reduction. In particular, we present simple generalizations to the biased measure @m"p of the Bonami-Beckner hypercontractive inequality, and of Talagrand's lower bound on the size of the boundary of subsets of the discrete cube. Our generalizations are tight up to constant factors.