Concepedia
Statistical Papers · 2018 · 78 citations · 14 references
Public HealthBiostatisticsMathematicsMachine LearningOptimizationMaximum Likelihood EstimationOptimization For Machine LearningResampling MethodsResampling TechniquesSampling TheoryEnsemble SamplingSubsampled Estimation
14
Iterative Solution of Nonlinear Equations in Several Variables
E. I., J. M. Ortega, Werner C. Rheinboldt · Mathematics of Computation · 1971 · 4.5K citations
Natural Sciences, Mathematics, Differential Equations +9
CUR matrix decompositions for improved data analysis
Michael W. Mahoney, Petros Drineas · Proceedings of the National Academy of Sciences · 2009 · 806 citations · Full text
Computing, Computer Science, Data Analytics +12
Fast Monte Carlo Algorithms for Matrices II: Computing a Low-Rank Approximation to a Matrix
Petros Drineas, Ravi Kannan, Michael W. Mahoney · SIAM Journal on Computing · 2006 · 566 citations
Computing, Computer Science, Algorithms +15
Fast Monte Carlo Algorithms for Matrices I: Approximating Matrix Multiplication
Petros Drineas, Ravi Kannan, Michael W. Mahoney · SIAM Journal on Computing · 2006 · 510 citations
Computing, Computer Science, Algorithms +13
Fast monte-carlo algorithms for finding low-rank approximations
Alan Frieze, Ravi Kannan, Santosh Vempala · Journal of the ACM · 2004 · 509 citations
Computing, Computer Science, Mathematics +17