Yangjing Zhang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Top Venues

SIAM J. Math. Data Sci.

Publications

Meixia Lin, Yangjing Zhang
DNNLasso: Scalable Graph Learning for Matrix-Variate Data. CoRR (2024)
Meixia Lin, Yangjing Zhang
DNNLasso: Scalable Graph Learning for Matrix-Variate Data. AISTATS (2024)
Shiwei Wang, Chao Ding, Yangjing Zhang, Xinyuan Zhao
Strong Variational Sufficiency for Nonlinear Semidefinite Programming and Its Implications. SIAM J. Optim. 33 (4) (2023)
Hong T. M. Chu, Kim-Chuan Toh, Yangjing Zhang
On Regularized Square-root Regression Problems: Distributionally Robust Interpretation and Fast Computations. J. Mach. Learn. Res. 23 (2022)
Ning Zhang, Yangjing Zhang, Defeng Sun, Kim-Chuan Toh
An Efficient Linearly Convergent Regularized Proximal Point Algorithm for Fused Multiple Graphical Lasso Problems. SIAM J. Math. Data Sci. 3 (2) (2021)
Yangjing Zhang, Kim-Chuan Toh, Defeng Sun
Learning Graph Laplacian with MCP. CoRR (2020)
Yangjing Zhang, Ning Zhang, Defeng Sun, Kim-Chuan Toh
An efficient Hessian based algorithm for solving large-scale sparse group Lasso problems. Math. Program. 179 (1) (2020)
Yangjing Zhang, Ning Zhang, Defeng Sun, Kim-Chuan Toh
A Proximal Point Dual Newton Algorithm for Solving Group Graphical Lasso Problems. SIAM J. Optim. 30 (3) (2020)