A stronger connection between the asymptotic rank conjecture and the set cover conjecture

November 05, 2023 ยท The Ethereal ยท ๐Ÿ› Symposium on the Theory of Computing

๐Ÿ”ฎ THE ETHEREAL: The Ethereal
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Authors Kevin Pratt arXiv ID 2311.02774 Category cs.CC: Computational Complexity Cross-listed cs.DS Citations 14 Venue Symposium on the Theory of Computing Last Checked 1 month ago
Abstract
We give a short proof that Strassen's asymptotic rank conjecture implies that for every $\varepsilon > 0$ there exists a $(3/2^{2/3} + \varepsilon)^n$-time algorithm for set cover on a universe of size $n$ with sets of bounded size. This strengthens and simplifies a recent result of Bjรถrklund and Kaski that Strassen's asymptotic rank conjecture implies that the set cover conjecture is false. From another perspective, we show that the set cover conjecture implies that a particular family of tensors $T_n \in \mathbb{C}^N \otimes \mathbb{C}^N \otimes \mathbb{C}^N$ has asymptotic rank greater than $N^{1.08}$. Furthermore, if one could improve a known upper bound of $\frac{1}{2}8^n$ on the tensor rank of $T_n$ to $\frac{2}{9 \cdot n}8^n$ for any $n$, then the set cover conjecture is false.
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