2 papers
math.OC2026
A Smooth Locally Exact Penalty Method for Optimization Problems over Generalized Stiefel Manifolds
Linshuo Jiang, Nachuan Xiao, Xin Liu
In this paper, we consider a class of optimization problems constrained to the generalized Stiefel manifold. Such problems are fundamental to a wide range of real-world application…
math.OC2024
Stochastic optimization over expectation-formulated generalized Stiefel manifold
Linshuo Jiang, Nachuan Xiao, Xin Liu
In this paper, we consider a class of stochastic optimization problems over the expectation-formulated generalized Stiefel manifold (SOEGS), where the objective function is con…