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author=Riley Murray;
description=Staff scientist at Sandia National Laboratories. Randomized numerical linear algebra, mathematical optimization, and quantum characterization, verification, and validation. ;
keywords=Riley Murray, randomized numerical linear algebra, mathematical optimization, quantum computing, CVXPY, RandBLAS, sageopt, Sandia;

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riley murray toggle navigation about current blog publications software ctrl k riley murray staff scientist sandia national laboratories contact i m a staff scientist at sandia national laboratories i have parallel research programs in quantum computer characterization and numerical linear algebra my phd was in convex optimization i still participate in that field by helping to maintain cvxpy before sandia i was a postdoc at uc berkeley and lawrence berkeley national lab with michael mahoney and jim demmel i did my phd at caltech with venkat chandrasekaran and adam wierman and my undergrad in industrial engineering and operations research at uc berkeley i m queer gender nonconforming and bi my preferred pronouns in everyday life are he him if you catch me at conferences there s a good chance i ll be dressed fem or wearing makeup because that can be confusing to people wait a he him wearing a dress my conference nametags tend to say he they latest posts selected publications monograph randomized numerical linear algebra a perspective on the field with an eye to software riley murray j demmel m w mahoney n b erichson m melnichenko and 1 more author arxiv preprint arxiv 2302 11474 2023 arxiv bib article murray2023rnla title randomized numerical linear algebra a perspective on the field with an eye to software author murray riley and demmel j and mahoney m w and erichson n b and melnichenko m and others journal arxiv preprint arxiv 2302 11474 year 2023 simax choleskyqr with randomization and pivoting for tall matrices cqrrpt m melnichenko o balabanov riley murray j demmel m w mahoney and 1 more author siam journal on matrix analysis and applications 2025 bib article melnichenko2025cqrrpt title choleskyqr with randomization and pivoting for tall matrices cqrrpt author melnichenko m and balabanov o and murray riley and demmel j and mahoney m w and others journal siam journal on matrix analysis and applications volume 46 number 3 pages 1701 1734 year 2025 phd thesis applications of convex analysis to signomial and polynomial nonnegativity problems riley murray california institute of technology 2021 bib phdthesis murray2021phdthesis title applications of convex analysis to signomial and polynomial nonnegativity problems author murray riley school california institute of technology year 2021 arxiv anatomy of high performance column pivoted qr decomposition m melnichenko riley murray w killian j demmel m w mahoney and 1 more author arxiv preprint arxiv 2507 00976 2025 arxiv bib article melnichenko2025anatomy title anatomy of high performance column pivoted qr decomposition author melnichenko m and murray riley and killian w and demmel j and mahoney m w and others journal arxiv preprint arxiv 2507 00976 year 2025 see my contact image for the best ways to reach me copyright 2026 riley murray built with jekyll and the al folio theme hosted on github pages