Weighted slice rank and a minimax correspondence to Strassen's spectra

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Structural and computational understanding of tensors is the driving force behind faster matrix multiplication algorithms, the unraveling of quantum entanglement, and the breakthrough on the cap set problem. Strassen's asymptotic spectra program (FOCS 1986) characterizes optimal matrix multiplication algorithms through monotone functionals. Our work advances and makes novel connections among two recent developments in the study of tensors, namely • the slice rank of tensors, a notion of rank for tensors that emerged from the resolution of the cap set problem (Ann. Math. 2017), • and the quantum functionals of tensors (STOC 2018), monotone functionals defined as optimizations over moment polytopes. More precisely, we introduce an extension of slice rank that we call weighted slice rank and we develop a minimax correspondence between the asymptotic weighted slice rank and the quantum functionals. Weighted slice rank encapsulates different notions of bipartiteness of quantum entanglement. The correspondence allows us to give a rank-type characterization of the quantum functionals. Moreover, whereas the original definition of the quantum functionals only works over the complex numbers, this new characterization can be extended to all fields. Thereby, in addition to gaining deeper understanding of Strassen's theory for the complex numbers, we obtain a proposal for quantum functionals over other fields. The finite field case is crucial for combinatorial and algorithmic problems where the field can be optimized over.

OriginalsprogEngelsk
TidsskriftJournal des Mathematiques Pures et Appliquees
Vol/bind172
Sider (fra-til)299-329
Antal sider31
ISSN0021-7824
DOI
StatusUdgivet - 2023

Bibliografisk note

Funding Information:
MC and VL acknowledge financial support from the European Research Council (ERC Grant Agreement No. 818761 ) and Villum Fonden via the QMATH Centre of Excellence (Grant No. 10059 ). MC acknowledges financial support from the Novo Nordisk Foundation (grant NNF20OC0059939 “Quantum for Life”). JZ was supported by a Simons Junior Fellowship and NWO Veni grant VI.Veni.212.284 . JZ thanks Visu Makam, Michael Walter, Yinan Li and Harold Nieuwboer for helpful discussions. We thank Fabien Pazuki for the help with the French translation of the abstract. The authors are grateful to the anonymous referees for helpful comments.

Publisher Copyright:
© 2023 The Author(s)

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