[26] Can primal methods outperform primal-dual methods in decentralized dynamic optimization?

[27] Federated variance-reduced stochastic gradient descent with robustness to Byzantine attacks

[28] Communication-censored distributed stochastic gradient descent

[29] Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization

[30] Communication-censored linearized ADMM for decentralized consensus optimization

[31] Communication-censored ADMM for decentralized consensus optimization

[32] Robust group lasso: Model and recoverability

[33] Decentralized consensus optimization with asynchrony and delays

[34] Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold

[35] Proper Orthogonal Decomposition Method to Nonlinear Filtering Problems in Medium-High Dimension

[36] The novel classes of finite dimensional filters with non-maximal rank estimation algebra on state dimension four and rank of one

[37] Alternating direction augmented Lagrangian methods for semidefinite programming

[38] Iteratively reweighted algorithms for compressive sensing

[39] Simultaneous redundant via insertion and line end extension for yield optimization

[40] Obstacle problem for von Karman equations

[41] Distributed optimization and statistical learning via the alternating direction method of multipliers

[42] Generalized high-dimensional trace regression via nuclear norm regularization

[43] Gradient descent with random initialization: Fast global convergence for nonconvex phase retrieval

[44] Alternating direction method of multipliers for regularized multiclass support vector machines

[45] First-order methods for constrained convex programming based on linearized augmented Lagrangian function

[46] Alternating proximal gradient method for sparse nonnegative Tucker decomposition

[47] Global and Local Structure Preserving Sparse Subspace Learning: An Iterative Approach to Unsupervised Feature Selection

[48] Automatic constraint detection for 2D layout regularization.

[49] An alternative approach for a distance inequality associated with the second-order cone and the circular cone

[50] Neural networks based on three classes of NCP-functions for solving nonlinear complementarity problems