2 papers
stat.ML2026
A Muon-Accelerated Algorithm for Low Separation Rank Tensor Generalized Linear Models
Xiao Liang, Shuang Li
Tensor-valued data arise naturally in multidimensional signal and imaging problems, such as biomedical imaging. When incorporated into generalized linear models (GLMs), naive vecto…
eess.SP2025
Landscape Analysis of Simultaneous Blind Deconvolution and Phase Retrieval via Structured Low-Rank Tensor Recovery
Xiao Liang, Zhen Qin, Zhihui Zhu +1
This paper presents a geometric analysis of the simultaneous blind deconvolution and phase retrieval (BDPR) problem via a structured low-rank tensor recovery framework. Due to the…