Orthogonal Vectors Conjecture

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For positive integers nn and mm, let OV(n,m)\emph{\textsf{OV}}(n,m) denote the Orthogonal Vectors problem: given sets A={x(1),…,x(n)}A=\{x^{(1)},\ldots,x^{(n)}\} and B={y(1),…,y(n)}⊂{0,1}mB=\{y^{(1)},\ldots,y^{(n)}\}\subset\{0,1\}^m, determine whether there are i,j∈[n]i,j\in[n] with ⟨x(i)−y(j)⟩=0\langle x^{(i)}-y^{(j)}\rangle=0. Orthogonal Vectors Conjecture. For every δ>0\delta>0, there is c≥1c\ge 1 such that OV(n,m)\emph{\textsf{OV}}(n,m) cannot be solved in O(n2−δ)O(n^{2-\delta}) time on instances with m=clog⁡nm=c\log n. This conjecture is a standard source of conditional fine-grained lower bounds, including reductions to kernel density estimation; its resolution status is not specified in the input.

References

Primary source

Josh Alman and Yunfeng Guan, “Finer-Grained Hardness of Kernel Density Estimation”, arXiv:2407.02372 (2024).

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