activity
20142023
most citedTurbo Compressed Sensing with Partial DFT Sensing Matrix

181 citations · 296 across the 18 of their papers we have counts for

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Showing 2018Show all

3 papers · 1 filter

cs.IT2018★ 9 cited

Approximate Message Passing for Amplitude Based Optimization

Junjie Ma, Ji Xu, Arian Maleki

We consider an -regularized non-convex optimization problem for recovering signals from their noisy phaseless observations. We design and study the performance of a message…

cs.IT2018★ 8 cited

Optimization-based AMP for Phase Retrieval: The Impact of Initialization and -regularization

Junjie Ma, Ji Xu, Arian Maleki

We consider an -regularized non-convex optimization problem for recovering signals from their noisy phaseless observations. We design and study the performance of a message…

cs.IT2018★ 9 cited

TARM: A Turbo-type Algorithm for Affine Rank Minimization

Zhipeng Xue, Xiaojun Yuan, Junjie Ma +1

The affine rank minimization (ARM) problem arises in many real-world applications. The goal is to recover a low-rank matrix from a small amount of noisy affine measurements. The or…