378 citations · 2.2k across the 69 of their papers we have counts for
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stat.ML2016★ 3 cited
Median-Truncated Nonconvex Approach for Phase Retrieval with Outliers
Huishuai Zhang, Yuejie Chi, Yingbin Liang
This paper investigates the phase retrieval problem, which aims to recover a signal from the magnitudes of its linear measurements. We develop statistically and computationally eff…
cs.IT2016★ 49 cited
Low-Rank Positive Semidefinite Matrix Recovery from Corrupted Rank-One Measurements
Yuanxin Li, Yue Sun, Yuejie Chi
We study the problem of estimating a low-rank positive semidefinite (PSD) matrix from a set of rank-one measurements using sensing vectors composed of i.i.d. standard Gaussian entr…