Yin Zhang

activity

20092021

most citedAlternating Direction Algorithms for

ℓ_{1}

-Problems in Compressive Sensing

776 citations · 1.2k across the 4 of their papers we have counts for

collaborators

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2 papers · 1 filter

math.OC2021★ 9 cited

A Communication-Efficient and Privacy-Aware Distributed Algorithm for Sparse PCA

Lei Wang, Xin Liu, Yin Zhang

Sparse principal component analysis (PCA) improves interpretability of the classic PCA by introducing sparsity into the dimension-reduction process. Optimization models for sparse…

math.OC2009★ 776 cited

Alternating Direction Algorithms for $ℓ_{1}$ -Problems in Compressive Sensing

Junfeng Yang, Yin Zhang

In this paper, we propose and study the use of alternating direction algorithms for several $ℓ_{1}$ -norm minimization problems arising from sparse solution recovery in compressive…

A Communication-Efficient and Privacy-Aware Distributed Algorithm for Sparse PCA

Alternating Direction Algorithms for ℓ1​-Problems in Compressive Sensing

Alternating Direction Algorithms for $ℓ_{1}$ -Problems in Compressive Sensing