Kronecker powers of tensors and Strassen’s laser method

Austin Conner, Joseph M. Landsberg, Fulvio Gesmundo, Emanuele Ventura

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Abstract

We answer a question, posed implicitly in [18, §11], [11, Rem. 15.44] and explicitly in [9, Problem 9.8], showing the border rank of the Kronecker square of the little Coppersmith-Winograd tensor is the square of the border rank of the tensor for all q > 2, a negative result for complexity theory. We further show that when q > 4, the analogous result holds for the Kronecker cube. In the positive direction, we enlarge the list of explicit tensors potentially useful for the laser method. We observe that a well-known tensor, the 3×3 determinant polynomial regarded as a tensor, det3 ∈ C9 C9 C9, could potentially be used in the laser method to prove the exponent of matrix multiplication is two. Because of this, we prove new upper bounds on its Waring rank and rank (both 18), border rank and Waring border rank (both 17), which, in addition to being promising for the laser method, are of interest in their own right. We discuss “skew” cousins of the little Coppersmith-Winograd tensor and indicate why they may be useful for the laser method. We establish general results regarding border ranks of Kronecker powers of tensors, and make a detailed study of Kronecker squares of tensors in C3 C3 C3

OriginalsprogEngelsk
Titel11th Innovations in Theoretical Computer Science Conference, ITCS 2020
RedaktørerThomas Vidick
ForlagSchloss Dagstuhl - Leibniz-Zentrum für Informatik
Publikationsdato2020
Artikelnummer10
ISBN (Elektronisk)9783959771344
DOI
StatusUdgivet - 2020
Begivenhed11th Innovations in Theoretical Computer Science Conference, ITCS 2020 - Seattle, USA
Varighed: 12 jan. 202014 jan. 2020

Konference

Konference11th Innovations in Theoretical Computer Science Conference, ITCS 2020
Land/OmrådeUSA
BySeattle
Periode12/01/202014/01/2020
NavnLeibniz International Proceedings in Informatics, LIPIcs
Vol/bind151
ISSN1868-8969

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