TY - CHAP
T1 - Local Tail Bounds for Polynomials on the Discrete Cube
AU - Klartag, Bo’az
AU - Sodin, Sasha
N1 - Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2023
Y1 - 2023
N2 - Let P be a polynomial of degree d in independent Bernoulli random variables which has zero mean and unit variance. The Bonami hypercontractivity bound implies that the probability that | P| > t decays exponentially in t2 ∕ d. Confirming a conjecture of Keller and Klein, we prove a local version of this bound, providing an upper bound on the difference between the e− r and the e− r − 1 quantiles of P.
AB - Let P be a polynomial of degree d in independent Bernoulli random variables which has zero mean and unit variance. The Bonami hypercontractivity bound implies that the probability that | P| > t decays exponentially in t2 ∕ d. Confirming a conjecture of Keller and Klein, we prove a local version of this bound, providing an upper bound on the difference between the e− r and the e− r − 1 quantiles of P.
UR - http://www.scopus.com/inward/record.url?scp=85175035198&partnerID=8YFLogxK
U2 - 10.1007/978-3-031-26300-2_7
DO - 10.1007/978-3-031-26300-2_7
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AN - SCOPUS:85175035198
T3 - Lecture Notes in Mathematics
SP - 223
EP - 230
BT - Lecture Notes in Mathematics
PB - Springer Science and Business Media Deutschland GmbH
ER -