4. Mathematics
  5. Probability

Roman Vershynin

Mathematics – Probability

Scientist

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A randomized Kaczmarz algorithm with exponential convergence

Mathematics – Numerical Analysis
Scientific paper

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Absolutely representing systems, uniform smoothness, and type

Mathematics – Functional Analysis
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Algorithmic linear dimension reduction in the l_1 norm for sparse vectors

Computer Science – Data Structures and Algorithms
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Approximating the moments of marginals of high dimensional distributions

Mathematics – Probability
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Beyond Hirsch Conjecture: walks on random polytopes and smoothed complexity of the simplex method

Computer Science – Data Structures and Algorithms
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