Birs- 14w5003: Sparse Representations, Numerical Linear Algebra, and Optimization

  1. Title:
    Random encoding of quantized frame coefficients and compressed sensing measurements

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  2. Title:
    Sparsity, local and global information in numerical solution of PDEs, part 1

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    Sparsity, local and global information in numerical solution of PDEs, part 2

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  4. Title:
    Preconditioning for PDE-constrained optimization with sparse controls

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  5. Title:
    Relative Entropy Relaxations for Signomial Optimization

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  6. Title:
    Minimizing finite sums with the stochastic average gradient

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  7. Title:
    Low-rank based matrix/tensor completions for the “real” (seismic) world

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  8. Title:
    A hybrid quasi-Newton projected-gradient method with application to Lasso and basis-pursuit denoise

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  9. Title:
    New matrix norms for structured matrix estimation

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