The theorems for functions of bounded degree, from the links #
A function f on the cube with |f| ≤ 1 and degree at most d has a row of cost at most
π² d² at every point (RowBoundPM, Theorem 6.8 of the paper), and
∑_j |f(x) - f(x^j)| ≤ 4 d² at every point x (SensitivityBound, Corollary 6.10). With these
two inputs:
mainTheorem_of_influence : InfluenceBound → SensitivityBound → RowBoundPM → MainTheorem— the main theorem (Theorem 1.1 of the paper). The bound for the influences (Theorem 8.3) withK = π² d²andL(f) ≤ 4 d²reads3 Var(f)^5 ≤ 3125 (4 d²)² (π² d²)^4 Inf_j(f)² = 50000 π^8 d^12 Inf_j(f)².meanIncrementDegree_of_meanIncrement : MeanIncrementBound → RowBoundPM → MeanIncrementDegreeBound— the bound for the mean absolute increments (Theorem 7.10) withK = π² d², which is Corollary 7.11 of the paper:Var(f)^3 ≤ 36 (π² d²)^4 L_j(f)² = 36 π^8 d^8 L_j(f)².mainTheoremImproved_of_influence : InfluenceBound → SensitivityBound → RowBound → MainTheoremImproved— the main theorem with the constant3125 π^8in place of50000 π^8(Remark 8.4 of the paper). Its hypothesisRowBoundis the row bound of Agarwal and Ben-David (Theorem 1.7 of arXiv:2410.19062), which is not proved in this project; it gives rows of cost at mostπ² d² / 2(rows_of_rowBound), and3125 (4 d²)² (π² d² / 2)^4 = 3125 π^8 d^12.
The main theorem (Theorem 1.1 of the paper) from the bound for the influences (Theorem 8.3), the sensitivity bound (Corollary 6.10) and the row bound (Theorem 6.8).
The bound for the mean absolute increments of a bounded function of degree at most d
(Corollary 7.11 of the paper), from the bound for functions with rows of cost at most K
(Theorem 7.10) and the row bound (Theorem 6.8).
The row bound of Agarwal and Ben-David (the hypothesis RowBound) for a function f with
values in [-1,1]: applied to (1 + f)/2, with the weights doubled, it gives rows of f of
cost at most π² d² / 2.
The main theorem with the constant that the row bound of Agarwal and Ben-David gives
(Remark 8.4 of the paper), from the bound for the influences, the sensitivity bound and the
hypothesis RowBound.