5 citations · 5 across the 1 of their papers we have counts for
2 papers
cs.IT2018★ 5 cited
Rigorous Restricted Isometry Property of Low-Dimensional Subspaces
Gen Li, Qinghua Liu, Yuantao Gu
Dimensionality reduction is in demand to reduce the complexity of solving large-scale problems with data lying in latent low-dimensional structures in machine learning and computer…
math.OC2017
Linearized ADMM for Non-convex Non-smooth Optimization with Convergence Analysis
Qinghua Liu, Xinyue Shen, Yuantao Gu
Linearized alternating direction method of multipliers (ADMM) as an extension of ADMM has been widely used to solve linearly constrained problems in signal processing, machine lean…