FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1904938324> ?p ?o ?g. }

• W1904938324 abstract "In this paper, we consider the problem of recovering an unknown sparse matrix X from the matrix sketch Y = AX B^T. The dimension of Y is less than that of X, and A and B are known matrices. This problem can be solved using standard compressive sensing (CS) theory after converting it to vector form using the Kronecker operation. In this case, the measurement matrix assumes a Kronecker product structure. However, as the matrix dimension increases the associated computational complexity makes its use prohibitive. We extend two algorithms, fast iterative shrinkage threshold algorithm (FISTA) and orthogonal matching pursuit (OMP) to solve this problem in matrix form without employing the Kronecker product. While both FISTA and OMP with matrix inputs are shown to be equivalent in performance to their vector counterparts with the Kronecker product, solving them in matrix form is shown to be computationally more efficient. We show that the computational gain achieved by FISTA with matrix inputs over its vector form is more significant compared to that achieved by OMP." @default.
• W1904938324 created "2016-06-24" @default.
• W1904938324 creator A5005913897 @default.
• W1904938324 creator A5018292481 @default.
• W1904938324 creator A5060356785 @default.
• W1904938324 date "2013-11-11" @default.
• W1904938324 modified "2023-09-27" @default.
• W1904938324 title "Recovery of Sparse Matrices via Matrix Sketching." @default.
• W1904938324 cites W1644710408 @default.
• W1904938324 cites W1964921104 @default.
• W1904938324 cites W1973400901 @default.
• W1904938324 cites W1974511160 @default.
• W1904938324 cites W1983008863 @default.
• W1904938324 cites W2001380973 @default.
• W1904938324 cites W2005871495 @default.
• W1904938324 cites W2018345902 @default.
• W1904938324 cites W2046904217 @default.
• W1904938324 cites W2083469331 @default.
• W1904938324 cites W2100556411 @default.
• W1904938324 cites W2119237435 @default.
• W1904938324 cites W2127271355 @default.
• W1904938324 cites W2145096794 @default.
• W1904938324 cites W2168626496 @default.
• W1904938324 cites W2296616510 @default.
• W1904938324 cites W2339666411 @default.
• W1904938324 cites W340244495 @default.
• W1904938324 hasPublicationYear "2013" @default.
• W1904938324 type Work @default.
• W1904938324 sameAs 1904938324 @default.
• W1904938324 citedByCount "23" @default.
• W1904938324 countsByYear W19049383242014 @default.
• W1904938324 countsByYear W19049383242015 @default.
• W1904938324 countsByYear W19049383242016 @default.
• W1904938324 countsByYear W19049383242017 @default.
• W1904938324 countsByYear W19049383242018 @default.
• W1904938324 countsByYear W19049383242019 @default.
• W1904938324 countsByYear W19049383242020 @default.
• W1904938324 countsByYear W19049383242021 @default.
• W1904938324 crossrefType "posted-content" @default.
• W1904938324 hasAuthorship W1904938324A5005913897 @default.
• W1904938324 hasAuthorship W1904938324A5018292481 @default.
• W1904938324 hasAuthorship W1904938324A5060356785 @default.
• W1904938324 hasConcept C106487976 @default.
• W1904938324 hasConcept C11413529 @default.
• W1904938324 hasConcept C114614502 @default.
• W1904938324 hasConcept C121332964 @default.
• W1904938324 hasConcept C124851039 @default.
• W1904938324 hasConcept C156872377 @default.
• W1904938324 hasConcept C158693339 @default.
• W1904938324 hasConcept C159985019 @default.
• W1904938324 hasConcept C163716315 @default.
• W1904938324 hasConcept C1678238 @default.
• W1904938324 hasConcept C17349429 @default.
• W1904938324 hasConcept C192562407 @default.
• W1904938324 hasConcept C22629506 @default.
• W1904938324 hasConcept C33676613 @default.
• W1904938324 hasConcept C33923547 @default.
• W1904938324 hasConcept C39482219 @default.
• W1904938324 hasConcept C41008148 @default.
• W1904938324 hasConcept C46030957 @default.
• W1904938324 hasConcept C54848796 @default.
• W1904938324 hasConcept C56372850 @default.
• W1904938324 hasConcept C62520636 @default.
• W1904938324 hasConcept C84114770 @default.
• W1904938324 hasConceptScore W1904938324C106487976 @default.
• W1904938324 hasConceptScore W1904938324C11413529 @default.
• W1904938324 hasConceptScore W1904938324C114614502 @default.
• W1904938324 hasConceptScore W1904938324C121332964 @default.
• W1904938324 hasConceptScore W1904938324C124851039 @default.
• W1904938324 hasConceptScore W1904938324C156872377 @default.
• W1904938324 hasConceptScore W1904938324C158693339 @default.
• W1904938324 hasConceptScore W1904938324C159985019 @default.
• W1904938324 hasConceptScore W1904938324C163716315 @default.
• W1904938324 hasConceptScore W1904938324C1678238 @default.
• W1904938324 hasConceptScore W1904938324C17349429 @default.
• W1904938324 hasConceptScore W1904938324C192562407 @default.
• W1904938324 hasConceptScore W1904938324C22629506 @default.
• W1904938324 hasConceptScore W1904938324C33676613 @default.
• W1904938324 hasConceptScore W1904938324C33923547 @default.
• W1904938324 hasConceptScore W1904938324C39482219 @default.
• W1904938324 hasConceptScore W1904938324C41008148 @default.
• W1904938324 hasConceptScore W1904938324C46030957 @default.
• W1904938324 hasConceptScore W1904938324C54848796 @default.
• W1904938324 hasConceptScore W1904938324C56372850 @default.
• W1904938324 hasConceptScore W1904938324C62520636 @default.
• W1904938324 hasConceptScore W1904938324C84114770 @default.
• W1904938324 hasLocation W19049383241 @default.
• W1904938324 hasOpenAccess W1904938324 @default.
• W1904938324 hasPrimaryLocation W19049383241 @default.
• W1904938324 hasRelatedWork W1615912037 @default.
• W1904938324 hasRelatedWork W1986184145 @default.
• W1904938324 hasRelatedWork W1993784401 @default.
• W1904938324 hasRelatedWork W1995436190 @default.
• W1904938324 hasRelatedWork W1999580681 @default.
• W1904938324 hasRelatedWork W2043422651 @default.
• W1904938324 hasRelatedWork W2100556411 @default.
• W1904938324 hasRelatedWork W2119667497 @default.
• W1904938324 hasRelatedWork W2127271355 @default.
• W1904938324 hasRelatedWork W2132874190 @default.
• W1904938324 hasRelatedWork W2135046866 @default.

• next