4. Statistics
  5. Computation

Zhaosong Lu

Statistics – Computation

Scientist

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$\ell_0$ Minimization for Wavelet Frame Based Image Restoration

Computer Science – Computer Vision and Pattern Recognition
Scientific paper

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Adaptive First-Order Methods for General Sparse Inverse Covariance Selection

Statistics – Methodology
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An Alternating Direction Method for Finding Dantzig Selectors

Statistics – Computation
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An Augmented Lagrangian Approach for Sparse Principal Component Analysis

Mathematics – Optimization and Control
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Convex Optimization Methods for Dimension Reduction and Coefficient Estimation in Multivariate Linear Regression

Statistics – Methodology
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