50 citations · 50 across the 3 of their papers we have counts for
3 papers
stat.ML2024
D-CDLF: Decomposition of Common and Distinctive Latent Factors for Multi-view High-dimensional Data
Hai Shu
A typical approach to the joint analysis of multiple high-dimensional data views is to decompose each view's data matrix into three parts: a low-rank common-source matrix generated…
math.ST2024
Nodewise Loreg: Nodewise -penalized Regression for High-dimensional Sparse Precision Matrix Estimation
Hai Shu, Ziqi Chen, Yingjie Zhang +1
We propose Nodewise Loreg, a nodewise -penalized regression method for estimating high-dimensional sparse precision matrices. We establish its asymptotic properties, including…
eess.IV2023★ 50 cited
A Generic Fundus Image Enhancement Network Boosted by Frequency Self-supervised Representation Learning
Heng Li, Haofeng Liu, Huazhu Fu +5
Fundus photography is prone to suffer from image quality degradation that impacts clinical examination performed by ophthalmologists or intelligent systems. Though enhancement algo…