4. Mathematics
  5. Statistics Theory

Michael Elad

Mathematics – Statistics Theory

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CS

Analysis of Basis Pursuit Via Capacity Sets

Computer Science – Numerical Analysis
Scientific paper

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Coherence-Based Performance Guarantees for Estimating a Sparse Vector Under Random Noise

Mathematics – Statistics Theory
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Exploiting Statistical Dependencies in Sparse Representations for Signal Recovery

Computer Science – Information Theory
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Generalized Tree-Based Wavelet Transform

Computer Science – Computer Vision and Pattern Recognition
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On MMSE and MAP Denoising Under Sparse Representation Modeling Over a Unitary Dictionary

Computer Science – Computer Vision and Pattern Recognition
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