Choose a nonempty for which is minimal, and write this minimum as . Since is an available choice, . The Petridis minimal-growth lemma gives
for every finite . Taking and iterating yields
for every integer .
Starting with , choose for as long as
The union of these translates lies in , whose size is at most by part a. The first translate contributes , and every later translate contributes at least , so
Let . Maximality says that, for each , more than half of the elements satisfy
for some . Given , the two corresponding subsets of each have more than elements, so they intersect. For an in their intersection there are and such that
Subtracting gives
As every element of is some , this proves
In the vector space , addition and subtraction agree. Put , the vector subspace spanned by , and
Part b gives . Conversely , because two copies of any fixed element of sum to zero. Hence
and , so is a subgroup. For any , every satisfies , and therefore .
Because , the dimension of a vector space is at most . Consequently
where the last inequality uses . This is the requested bound.
Let be the standard basis of and take
Its sumset consists of zero, the basis vectors, and the sums of two distinct basis vectors. Thus
If a coset contains , then every difference of two elements of lies in . In particular every lies in , so and
Since , this ratio is eventually much larger than . Hence no bound valid for all can replace the factor in part c by a function smaller than .
Writing for the character group of a finite abelian group, the Bohr set with frequency set and width is
Its rank is .
For write . It is a Regular Bohr set when
whenever and , with absolute constants in the -term and in .
Not every width is regular. In , let and take . Then , but every arbitrarily small decrease of the width leaves only . The size jumps from three to one, contradicting the required linear control as .
Choose a Regular Bohr set with . Standard Bohr-set size estimates give . Set with small enough that regularity gives
For each and , the triangle inequality in every frequency gives
Because is odd, multiplication by two is a bijection, and the pair determines the ordered three-term arithmetic progression uniquely. The lower size bound for a Dilate of a Bohr set gives
The number of progressions in is therefore at least
The Bourgain bound for three-term-progression-free sets states that, if is odd and contains no nonconstant three-term arithmetic progression, then
Here is how it follows from the standard Bohr-set density increment lemma. Begin with and relative density . Whenever the lemma gives its second alternative, replace the current set by the denser translate inside the smaller regular Bohr set. The density changes by
so this can happen only times. Throughout the iteration the rank is , the width is at least , and the elementary lower bound for the size of a Bohr set gives
At the terminal stage the first alternative of the density-increment lemma holds. Combining it with the last display yields
If , Bourgain's bound is already true. Otherwise , and rearranging proves
For the counting-measure Lp norm, define
This is the set of Lp almost periods of with exponent and error .
Put , , and use normalized Fourier analysis on a finite abelian group. If denotes unnormalized convolution and , then
by the Parseval identity.
Sample characters independently, choosing with probability , and attach the phase of to the sampled character. The Marcinkiewicz–Zygmund inequality, followed by averaging over , shows that some sampled Fourier sum satisfies
This is the sampling argument recorded in the finite-field character approximation principle.
Let be the intersection of the kernels of the sampled characters. It is a vector subspace of codimension at most , and for every . The triangle inequality therefore gives
Returning from normalized convolution and normalized norm to and the counting norm multiplies the right side by . Hence
for every , proving the finite-field convolution almost-periodicity theorem.
Let and choose
Apply part b with its error parameter replaced by a sufficiently small absolute multiple of . This produces a vector subspace of codimension
with the evident harmless modification when .
For , , and , Hölder's inequality gives
Since by the choice of , the bound from part b is at most
after absorbing the absolute factor into the chosen error parameter. This is the required uniform estimate for .
The sum over all of the threefold-convolution representation function is . Some therefore satisfies
Use part c with . There is a vector subspace of codimension such that, for every ,
Positivity means that has a representation as a sum of three elements of . Thus
which is the desired translate of a low-codimension subspace.
A bijection is a Freiman s-isomorphism when, for every ,
holds if and only if
Because is finite, choose with and an integer . Define
An equality of -term sums in plainly gives equality after applying this linear map. Conversely, equality of the images gives
where . Therefore , and then . The same estimate with one term on each side shows that is injective on . Hence is a Freiman s-isomorphism from to the subset .
The Dense Bogolyubov-Ruzsa lemma says that, for every , if has density at least in a cyclic group of prime order, then contains a proper generalized arithmetic progression of rank and size .
Now suppose and . The Ruzsa modelling lemma, taken at a sufficiently high fixed Freiman order, supplies with and a Freiman isomorphism from to a subset , where is prime, , and . Apply the dense Bogolyubov-Ruzsa lemma to and transfer the resulting progression back through the Freiman model. We obtain a proper progression
of rank and size .
The Plünnecke-Ruzsa inequality gives
There are pairs with and , distributed among the sums in . Some therefore has at least representations . Equivalently,
Set . Translation and negation preserve properness and rank. Moreover and another use of Plünnecke gives . Thus
as required.
The Balog-Szemerédi-Gowers theorem states that if a finite set has at least additive quadruples, then it has a subset such that
where is an absolute constant.
Consider the graph
The hypothesis says exactly that has at least additive quadruples. By the Balog-Szemerédi-Gowers theorem, it contains with and .
Part b gives a Freiman s-isomorphism from to a set , where it is enough to take any fixed . The set has bounded doubling, with a bound depending only on . Part c therefore provides a proper generalized arithmetic progression of rank such that
Write as a proper parameter box. Since , one of its side lengths tends to infinity with . Averaging over all lines parallel to that side gives a line on which has density bounded below in terms of . The Szemerédi theorem quoted in the question then gives, once is sufficiently large in terms of and , a nonconstant -term arithmetic progression in .
The inverse Freiman isomorphism sends it to a -term arithmetic progression in , because each relation between three consecutive terms is an additive-quadruple relation. Write this progression as
Its first-coordinate difference cannot be zero: the graph of a function has only one point above each . Hence . On the nonconstant progression
we have
Taking and , both in , proves the claim.

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