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Sublinear Time Eigenvalue Approximation via Random Sampling
Simons Institute for the Theory of Computing
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Sketching, Sampling and Sublinear Time Algorithms
Simons Institute for the Theory of Computing
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Random Sampling in Statistics: Expected Value and Variance of the Sample Mean
Steve Brunton
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37:06
RM+ML: 20. Asymptotic Eigenvalue Distribution in the Random Feature Model
Roland Speicher
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1:07:40
Sublinear Time Algorithms for Estimating Edit Distance
Simons Institute for the Theory of Computing
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49:47
Sublinear Time Low-rank Approximation of Positive Semidefinite Matrices
Simons Institute for the Theory of Computing
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33:25
Linear and sublinear algorithms for graphlet sampling
Simons Institute for the Theory of Computing
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Faster Polytope Rounding, Sampling, and Volume Computation via a Sub-Linear Ball Walk
Simons Institute for the Theory of Computing
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Sublinear Time Local-Access Random Generators
Simons Institute for the Theory of Computing
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34:23
DIMACS Sublinear Workshop: Alina Ene - The Power of Randomization
Rutgers University
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1:04:04
Sampling Big Ideas in Sublinear Algorithms
Simons Institute for the Theory of Computing
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50:33
Robert Webber - Approximate matrix eigenvalues, subspace iteration w/ repeated random sparsification
Institute for Pure & Applied Mathematics (IPAM)
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1:36:12
RM+ML: 24. Calculation of the Random Feature Eigenvalue Distribution
Roland Speicher
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46:43