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dc.contributor.authorTocino Sánchez, Alicia
dc.date.accessioned2020-02-03T08:20:42Z
dc.date.available2020-02-03T08:20:42Z
dc.date.created2020
dc.date.issued2020-02-03
dc.identifier.urihttps://hdl.handle.net/10630/19237
dc.description.abstractJoint work with Jan Draisma and Giorgio Ottaviani. Given a tensor f in a Euclidean tensor space, we are interested in the critical points of the distance function from f to the set of tensors of rank at most k, which we call the critical rank-at-most-k tensors for f. When f is a matrix, the critical rank-one matrices for f correspond to the singular pairs of f . The critical rank-one tensors for f lie in a linear subspace H_f, the critical space of f. Our main result is that, for any k, the critical rank-at-most-k tensors for a sufficiently general f also lie in the critical space H_f. This is the part of Eckart-Young Theorem that generalizes from matrices to tensors. Moreover, we show that when the tensor format satisfies the triangle inequalities, the critical space H_f is spanned by the complex critical rank-one tensors. Since f itself belongs to H_f, we deduce that also f itself is a linear combination of its critical rank-one tensors. For simplicity, we will focus on binary forms during the talk.en_US
dc.description.sponsorshipUniversidad de Málaga. Campus de Excelencia Internacional Andalucía Tech.en_US
dc.language.isoengen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectMatemáticasen_US
dc.subjectTensores (Álgebra)en_US
dc.subject.otherTensores euclideanosen_US
dc.titleBest rank-k approximations for tensors: generalizing Eckart-Youngen_US
dc.typeinfo:eu-repo/semantics/conferenceObjecten_US
dc.relation.eventtitleV Congreso de Jóvenes Investigadores de la Real Sociedad Matemática Española- Castelló 2020en_US
dc.relation.eventplaceCastelló, Españaen_US
dc.relation.eventdate01/2020en_US


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