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math.OC2025
Robust Sparse Phase Retrieval: Statistical Guarantee, Optimality Theory and Convergent Algorithm
Jun Fan, Ailing Yan, Xianchao Xiu +1
Phase retrieval (PR) is a popular research topic in signal processing and machine learning. However, its performance degrades significantly when the measurements are corrupted by n…
math.OC2022★ 1 cited
An Oracle Gradient Regularized Newton Method for Quadratic Measurements Regression
Jun Fan, Jie Sun, Ailing Yan +1
Recovering an unknown signal from quadratic measurements has gained popularity due to its wide range of applications, including phase retrieval, fusion frame phase retrieval, and p…