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Sharp Analysis of Sketch-and-Project Methods via a Connection to Randomized Singular Value Decomposition

Michał Dereziński, Elizaveta Rebrova

2024SIAM Journal on Mathematics of Data Science14 citationsDOIOpen Access PDF

Topics & Concepts

Singular value decompositionSketchConnection (principal bundle)MathematicsDecompositionValue (mathematics)Randomized controlled trialAlgebra over a fieldComputer scienceStatisticsPure mathematicsAlgorithmGeometryMedicineChemistrySurgeryOrganic chemistryStochastic Gradient Optimization TechniquesVLSI and FPGA Design TechniquesAdvanced Multi-Objective Optimization Algorithms
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