4. Mathematics
  5. Statistics Theory

Nam H. Nguyen

Mathematics – Statistics Theory

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Exact recoverability from dense corrupted observations via $L_1$ minimization

Computer Science – Information Theory
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Fast and Efficient Compressive Sensing using Structurally Random Matrices

Computer Science – Information Theory
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Robust Lasso with missing and grossly corrupted observations

Mathematics – Statistics Theory
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Tensor sparsification via a bound on the spectral norm of random tensors

Mathematics – Numerical Analysis
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