Mark Tygert - Concepedia

Author

Mark Tygert

Yale University ORCID

Also Known As

M. Tygert, Mark Tygert, Tygert, Mark

Publications

3.3K

Citations

H-Index

Concepts

All Affiliations

Yale University Applied Mathematics (United States)Courant Institute of Mathematical Sciences Meta (United States)University of Colorado Boulder

About

Mark Tygert is an author at Yale University specializing in engineering, computer science, and approximation theory.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	16	22	2.5K
2	Biostatistics	3	3	467
3	Public Health	2	2	469
4	Social Sciences	1	1	10
5	Cognitive Science	1	1	10

Mark Tygert

Publications

2.9K

Citations

H-Index

Page 1

	Year	Citations
Randomized algorithms for the low-rank approximation of matrices Edo Liberty, Franco Woolfe, Per‐Gunnar Martinsson, Proceedings of the National Academy of Sciences Numerical AnalysisMathematical ProgrammingEngineeringMatrix FactorizationData Science	2007	554
A Randomized Algorithm for Principal Component Analysis Vladimir Rokhlin, Arthur Szlam, Mark Tygert SIAM Journal on Matrix Analysis and Applications EngineeringMachine LearningData ScienceData MiningPattern Recognition	2009	435
A randomized algorithm for the decomposition of matrices Per‐Gunnar Martinsson, Vladimir Rokhlin, Mark Tygert Applied and Computational Harmonic Analysis Mathematical ProgrammingEngineeringComputational ComplexityComputer ScienceMatrix Theory	2010	352
An Algorithm for the Principal Component Analysis of Large Data Sets Nathan Halko, Per‐Gunnar Martinsson, Yoel Shkolnisky, SIAM Journal on Scientific Computing EngineeringComputer ArchitectureVectorizationMultiset Data AnalysisOptimization-based Data Mining	2011	298
A fast randomized algorithm for the approximation of matrices Franco Woolfe, Edo Liberty, Vladimir Rokhlin, Applied and Computational Harmonic Analysis EngineeringFast Randomized AlgorithmComputer ScienceMatrix TheoryRandom Matrix	2007	269
A fast randomized algorithm for overdetermined linear least-squares regression Vladimir Rokhlin, Mark Tygert Proceedings of the National Academy of Sciences	2008	191
Fast Algorithms for Spherical Harmonic Expansions Vladimir Rokhlin, Mark Tygert SIAM Journal on Scientific Computing Numerical AnalysisNumerical ComputationEngineeringValidated NumericsRapid Evaluation	2006	131
A Mathematical Motivation for Complex-Valued Convolutional Networks Mark Tygert, Joan Bruna, Soumith Chintala, Neural Computation Mathematical MotivationConvolutional Neural NetworkConvnet FiltersMachine LearningData Science	2016	87
A fast algorithm for the inversion of general Toeplitz matrices Per‐Gunnar Martinsson, Vladimir Rokhlin, Mark Tygert Computers & Mathematics with Applications Numerical AnalysisGeneral Toeplitz MatricesMatrix FactorizationInverse ProblemsMatrix Method	2005	74
Fast algorithms for spherical harmonic expansions, II Mark Tygert Journal of Computational Physics Numerical AnalysisNumerical ComputationEngineeringSpherical Harmonic ExpansionsComputational Geometry	2008	72

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