SIAM Journal / Neural Information Processing Systems / Neural Networks / Dexter / /
Country
United States / /
Facility
Mathematics University of California / /
IndustryTerm
Notable applications / column selection algorithm / proposed stable sketch algorithm / greedy algorithm / form algorithm / leverage-based random sampling algorithm / deterministic algorithm / video processing / computing / web graphs / algorithms / /
Organization
Mathematics University / Mathematics Simon S. Du Department of Mathematics Michael W. Mahoney Department of Statistics Christopher Melgaard Department of Mathematics Kunming Wu Department / Department of Mathematics Simon S. Du Department of Mathematics Michael W. Mahoney Department of Statistics Christopher Melgaard Department / University of California / Berkeley / National Academy of Sciences / Mathematics Michael W. Mahoney Department of Statistics Christopher Melgaard Department of Mathematics Kunming Wu Department of Mathematics Ming Gu Department / /
Person
Bt / Norm Bounds / David G. Anderson / Norm Error / Christopher Melgaard / Michael W. Mahoney / Norm Error Frobenius / /
Position
CUR sketching model / RT / representative / /
Product
k + 10 / Pentax K-x Digital Camera / /
ProgrammingLanguage
C / CΩ / /
ProvinceOrState
California / /
PublishedMedium
Proceedings of the National Academy of Sciences / SIAM Journal on Computing / Machine Learning / Journal of Machine Learning Research / /
Technology
proposed stable sketch algorithm / UCS algorithm / two sampling algorithms / bioinformatics / StableCUR algorithm / deterministic UCS algorithm / artificial intelligence / column selection algorithm / form algorithm / greedy algorithm / leverage-based random sampling algorithm / stable CUR algorithm / CUR algorithm / previous column selection algorithm / machine learning / CUR algorithms / naive CUR algorithm / four CUR algorithms / two algorithms / /
Spectral Gap Error Bounds for Improving CUR Matrix Decomposition and the Nystr¨ om Method David G. Anderson Department of Mathematics