Matches in SemOpenAlex for { <https://semopenalex.org/work/W2896604562> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2896604562 endingPage "A3522" @default.
- W2896604562 startingPage "A3495" @default.
- W2896604562 abstract "We study the robust Rayleigh quotient optimization problem where the data matrices of the Rayleigh quotient are subject to uncertainties. We propose to solve such a problem by exploiting its characterization as a nonlinear eigenvalue problem with eigenvector nonlinearity (NEPv). For solving the NEPv, we show that a commonly used iterative method can be divergent due to a wrong ordering of the eigenvalues. Two strategies are introduced to address this issue: a spectral transformation based on nonlinear shifting and a reformulation using second-order derivatives. Numerical experiments for applications in robust generalized eigenvalue classification, robust common spatial pattern analysis, and robust linear discriminant analysis demonstrate the effectiveness of the proposed approaches." @default.
- W2896604562 created "2018-10-26" @default.
- W2896604562 creator A5039297086 @default.
- W2896604562 creator A5053733794 @default.
- W2896604562 creator A5088242752 @default.
- W2896604562 date "2018-01-01" @default.
- W2896604562 modified "2023-10-06" @default.
- W2896604562 title "Robust Rayleigh Quotient Minimization and Nonlinear Eigenvalue Problems" @default.
- W2896604562 cites W1969632185 @default.
- W2896604562 cites W1972350501 @default.
- W2896604562 cites W1981044874 @default.
- W2896604562 cites W2003777645 @default.
- W2896604562 cites W2028901970 @default.
- W2896604562 cites W2033657798 @default.
- W2896604562 cites W2042390283 @default.
- W2896604562 cites W2046434053 @default.
- W2896604562 cites W2052171888 @default.
- W2896604562 cites W2057342157 @default.
- W2896604562 cites W2070002549 @default.
- W2896604562 cites W2073829819 @default.
- W2896604562 cites W2092344142 @default.
- W2896604562 cites W2099509424 @default.
- W2896604562 cites W2113168978 @default.
- W2896604562 cites W2116901831 @default.
- W2896604562 cites W2150835235 @default.
- W2896604562 cites W2163052154 @default.
- W2896604562 cites W2261652123 @default.
- W2896604562 cites W2963073920 @default.
- W2896604562 doi "https://doi.org/10.1137/18m1167681" @default.
- W2896604562 hasPublicationYear "2018" @default.
- W2896604562 type Work @default.
- W2896604562 sameAs 2896604562 @default.
- W2896604562 citedByCount "24" @default.
- W2896604562 countsByYear W28966045622019 @default.
- W2896604562 countsByYear W28966045622020 @default.
- W2896604562 countsByYear W28966045622021 @default.
- W2896604562 countsByYear W28966045622022 @default.
- W2896604562 countsByYear W28966045622023 @default.
- W2896604562 crossrefType "journal-article" @default.
- W2896604562 hasAuthorship W2896604562A5039297086 @default.
- W2896604562 hasAuthorship W2896604562A5053733794 @default.
- W2896604562 hasAuthorship W2896604562A5088242752 @default.
- W2896604562 hasConcept C114614502 @default.
- W2896604562 hasConcept C117586675 @default.
- W2896604562 hasConcept C121332964 @default.
- W2896604562 hasConcept C126255220 @default.
- W2896604562 hasConcept C147764199 @default.
- W2896604562 hasConcept C158622935 @default.
- W2896604562 hasConcept C158693339 @default.
- W2896604562 hasConcept C159694833 @default.
- W2896604562 hasConcept C167431342 @default.
- W2896604562 hasConcept C169756996 @default.
- W2896604562 hasConcept C199422724 @default.
- W2896604562 hasConcept C2778158742 @default.
- W2896604562 hasConcept C28826006 @default.
- W2896604562 hasConcept C33923547 @default.
- W2896604562 hasConcept C62520636 @default.
- W2896604562 hasConceptScore W2896604562C114614502 @default.
- W2896604562 hasConceptScore W2896604562C117586675 @default.
- W2896604562 hasConceptScore W2896604562C121332964 @default.
- W2896604562 hasConceptScore W2896604562C126255220 @default.
- W2896604562 hasConceptScore W2896604562C147764199 @default.
- W2896604562 hasConceptScore W2896604562C158622935 @default.
- W2896604562 hasConceptScore W2896604562C158693339 @default.
- W2896604562 hasConceptScore W2896604562C159694833 @default.
- W2896604562 hasConceptScore W2896604562C167431342 @default.
- W2896604562 hasConceptScore W2896604562C169756996 @default.
- W2896604562 hasConceptScore W2896604562C199422724 @default.
- W2896604562 hasConceptScore W2896604562C2778158742 @default.
- W2896604562 hasConceptScore W2896604562C28826006 @default.
- W2896604562 hasConceptScore W2896604562C33923547 @default.
- W2896604562 hasConceptScore W2896604562C62520636 @default.
- W2896604562 hasFunder F4320306076 @default.
- W2896604562 hasFunder F4320320924 @default.
- W2896604562 hasIssue "5" @default.
- W2896604562 hasLocation W28966045621 @default.
- W2896604562 hasOpenAccess W2896604562 @default.
- W2896604562 hasPrimaryLocation W28966045621 @default.
- W2896604562 hasRelatedWork W1964263339 @default.
- W2896604562 hasRelatedWork W1970722915 @default.
- W2896604562 hasRelatedWork W1972449295 @default.
- W2896604562 hasRelatedWork W1996520779 @default.
- W2896604562 hasRelatedWork W2085594561 @default.
- W2896604562 hasRelatedWork W2501837644 @default.
- W2896604562 hasRelatedWork W2978804717 @default.
- W2896604562 hasRelatedWork W3214972795 @default.
- W2896604562 hasRelatedWork W4283689117 @default.
- W2896604562 hasRelatedWork W4297437581 @default.
- W2896604562 hasVolume "40" @default.
- W2896604562 isParatext "false" @default.
- W2896604562 isRetracted "false" @default.
- W2896604562 magId "2896604562" @default.
- W2896604562 workType "article" @default.