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• W4226076227 abstract "This paper introduces Figaro, an algorithm for computing the upper-triangular matrix in the QR decomposition of the matrix defined by the natural join over a relational database. The QR decomposition lies at the core of many linear algebra techniques and their machine learning applications, including: the matrix inverse; the least squares; the singular value decomposition; eigenvalue problems; and the principal component analysis." @default.
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• W4226076227 date "2022-06-10" @default.
• W4226076227 modified "2023-09-27" @default.
• W4226076227 title "Givens QR Decomposition over Relational Databases" @default.
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• W4226076227 doi "https://doi.org/10.1145/3514221.3526144" @default.
• W4226076227 hasPublicationYear "2022" @default.
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