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https://issues.apache.org/jira/browse/SYSTEMML-1161?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Imran Younus reassigned SYSTEMML-1161:
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Assignee: Imran Younus
> Implementing QR factorization in dml
> ------------------------------------
>
> Key: SYSTEMML-1161
> URL: https://issues.apache.org/jira/browse/SYSTEMML-1161
> Project: SystemML
> Issue Type: New Feature
> Components: Algorithms
> Reporter: Imran Younus
> Assignee: Imran Younus
> Priority: Minor
>
> The QR factorization can be used to solved the full-rank least square
> problem. It can also be used to do SVD decomposition.
> This will implement the QR factorization using the Block Recursive algorithm
> create by Elmroth and Gustavson. A simple representation of the algorithm is
> presented by Golub (Algorithm 5.2.3).
> Reference:
> "Applying recursion to serial and parallel QR factorization leads to better
> performance.", E. Elmroth and F Gustavson, IBM J. RES. DEVELOP. VOL 44 JULY
> 2000
> "Matrix Computations", Golub and Van Loan, 4th Edition, Chapter 5.
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