One quantitative form of the Balog-Szemerédi-Gowers theorem is: if a nonempty finite set in an abelian group has and additive energy , where , then there is with and both and bounded by . The constants depend only on . We prove explicit, nonoptimal polynomial bounds, thereby proving the required Balog–Szemerédi statement.
Let . Then . Declare to be the set of popular sums. The remaining sums contribute at most . Since , it follows that . Also . Form a bipartite graph on two copies of , joining to when . Its density is at least .
We prove the needed four-step path lemma for a dense bipartite graph. Call an ordered pair of left vertices bad if its number of common right neighbors is less than , where . For a uniformly chosen right vertex , let and let count bad ordered pairs in . Then
Consequently some satisfies
For this , and . Delete vertices having more than bad partners in . At most half are deleted; the retained set has . For any , at least middle vertices are good partners of both. Each such supplies at least walks of four edges. Hence every pair in has at least
such walks. Repetition of vertices is allowed; it does not affect the counting argument.
Each walk has edge labels
all in , and . For a fixed pair , these four labels determine , so distinct walks have distinct label quadruples. For each element of , fix one representing pair . Label quadruples for distinct differences cannot overlap. Therefore
Using and yields
This proves the small-difference-set form of the Balog-Szemerédi-Gowers theorem. To obtain a small sumset too, write and apply the already proved Plünnecke inequality to starting set and summand set . Some nonempty has . For any fixed , , whence . Thus the conventional small-sumset conclusion also follows with constants depending only on .
For , the following precise cardinality-controlled cyclic Freiman model suffices. If is nonempty, and has , there is with
Here means a bijection preserving and reflecting all equalities of -term sums, a Freiman s-isomorphism of order . The same construction works for if only injectivity is needed.
Choose an auxiliary prime larger than and every nonzero absolute value in , and large enough to embed the finite set injectively modulo . Multiply its residues by a uniformly chosen nonzero residue . For a fixed , is uniform among the nonzero residues. The forbidden residues are
of number at most . The union bound says that the probability some nonzero enters is at most . Fix a multiplier avoiding every forbidden event.
Let represent . Partition that range into half-open intervals of length and retain the most populated interval; it supplies with . Define the model map by . For two -term sums of retained representatives, their difference has . If the original sums are equal, then , hence , so the model preserves the equality.
Conversely, if the model sums are equal, then is a multiple of . If their original difference were nonzero, it would satisfy with , contradicting the forbidden-event choice. If directly, implies too by the choice of . Thus the equality is reflected. Padding equal one-term images with copies of a fixed retained element shows that the map is injective. This proves the Freiman s-isomorphism and the claimed bound on the cyclic modulus, independently of the diameter of .
Let count ordered solutions in , including the trivial ones. The hypothesis gives . Its relation to additive energy is the promised easy Fourier step. Translate into and embed it in an odd prime cyclic group of order . No relevant integer equality wraps modulo . With the unnormalized Fourier transform , character orthogonality gives
Since multiplication by permutes the characters, Cauchy-Schwarz and Parseval identity on a finite group imply
Thus . Equivalently, one can apply Cauchy-Schwarz directly to .
By part (i), some has and . Part 3(ii) then bounds . Apply part (ii) with : there is , , Freiman 2-isomorphic to a subset with . Consequently has a positive subset density depending only on , and tends to infinity with because .
View the representatives of as a subset of . The assumed four-term case of Szemerédi's theorem gives four distinct integer representatives in arithmetic progression once is sufficiently large in terms of . If their preimages are , the two model equalities
lift through the Freiman 2-isomorphism to the same equalities in . Hence their consecutive differences agree; injectivity makes the common difference nonzero. Therefore contains a nonconstant four-term arithmetic progression. This proves dense three-term progressions force four-term progressions without an assumption that initially lies in a short interval.

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