8 citations · 9 across the 3 of their papers we have counts for
3 papers
math.OC2024
Geometric Certificates for Deterministic Global Linear Convergence of Overparameterized Projected Gradient Descent
Teng Zhang, Xing Fan
We study projected gradient descent (ProjGD) for the rank-constrained problem when the unconstrained minimizer has rank …
stat.ML2022★ 1 cited
Robust Regularized Low-Rank Matrix Models for Regression and Classification
Hsin-Hsiung Huang, Feng Yu, Xing Fan +1
While matrix variate regression models have been studied in many existing works, classical statistical and computational methods for the analysis of the regression coefficient esti…
stat.ML2021★ 8 cited
ALMA: Alternating Minimization Algorithm for Clustering Mixture Multilayer Network
Xing Fan, Marianna Pensky, Feng Yu +1
The paper considers a Mixture Multilayer Stochastic Block Model (MMLSBM), where layers can be partitioned into groups of similar networks, and networks in each group are equipped w…