Convexity, Superquadratic Growth, and Dot Products
Brandon Hanson, Oliver Roche-Newton, and Steven Senger

TL;DR
This paper improves bounds on the number of distinct dot products in a point set and introduces new superquadratic expanders involving products and shifts, utilizing elementary methods and growth set analysis.
Contribution
It provides an improved lower bound for dot product counts and introduces a novel superquadratic expander involving products and shifts, advancing additive combinatorics techniques.
Findings
Bound for dot products: | p q : p,q P N^{2/3+c}
Existence of z,z' in X with superquadratic growth in set expansions
Development of elementary methods for growth set analysis
Abstract
Let be a point set with cardinality . We give an improved bound for the number of dot products determined by , proving that, \[ |\{ p \cdot q :p,q \in P \}| \gg N^{2/3+c}. \] A crucial ingredient in the proof of this bound is a new superquadratic expander involving products and shifts. We prove that, for any finite set , there exist such that \[ \left|\frac{(zX+1)^{(2)}(z'X+1)^{(2)}}{(zX+1)^{(2)}(z'X+1)}\right| \gtrsim |X|^{5/2}. \] This is derived from a more general result concerning growth of sets defined via convexity and sum sets, and which can be used to prove several other expanders with better than quadratic growth. The proof develops arguments from recent work by the first two listed authors and Misha Rudnev, and uses predominantly elementary methods.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsLimits and Structures in Graph Theory · Mathematical Dynamics and Fractals · Advanced Topology and Set Theory
