8 citations · 10 across the 3 of their papers we have counts for
3 papers
cs.LG2022
Exact Penalty Method for Federated Learning
Shenglong Zhou, and Geoffrey Ye Li
Federated learning has burgeoned recently in machine learning, giving rise to a variety of research topics. Popular optimization algorithms are based on the frameworks of the (stoc…
math.ST2014★ 2 cited
Sparse and Low-Rank Covariance Matrices Estimation
Shenglong Zhou, Naihua Xiu, Ziyan Luo +1
This paper aims at achieving a simultaneously sparse and low-rank estimator from the semidefinite population covariance matrices. We first benefit from a convex optimization which…
math.OC2014★ 8 cited
Gradient Support Projection Algorithm for Affine Feasibility Problem with Sparsity and Nonnegativity
Lili Pan, Naihua Xiu, Shenglong Zhou
Let be a real measurement matrix and be an observations vector. The affine feasibility problem with sparsity and nonnegativity ( for…