3 citations · 6 across the 5 of their papers we have counts for
5 papers
Stochastic DCA for minimizing a large sum of DC functions with application to Multi-class Logistic Regression
Hoai An Le Thi, Hoai Minh Le, Duy Nhat Phan +1
We consider the large sum of DC (Difference of Convex) functions minimization problem which appear in several different areas, especially in stochastic optimization and machine lea…
Stochastic Difference-of-Convex Algorithms for Solving nonconvex optimization problems
Le Thi Hoai An, Huynh Van Ngai, Pham Dinh Tao +1
The paper deals with stochastic difference-of-convex functions (DC) programs, that is, optimization problems whose the cost function is a sum of a lower semicontinuous DC function…
DC approximation approaches for sparse optimization
Hoai An Le Thi, Tao Pham Dinh, Hoai Minh Le +1
Sparse optimization refers to an optimization problem involving the zero-norm in objective or constraints. In this paper, nonconvex approximation approaches for sparse optimization…
A DC programming approach for constrained two-dimensional non-guillotine cutting problem
Mahdi Moeini, Hoai An Le Thi
We investigate a new application of Difference of Convex functions programming and DCA in solving the constrained two-dimensional non-guillotine cutting problem. This problem consi…
Decomposition algorithms for globally solving mathematical programs with affine equilibrium constraints
Le Dung Muu, Tran Dinh Quoc, Le Thi Hoai An +1
A mathematical programming problem with affine equilibrium constraints (AMPEC) is a bilevel programming problem where the lower one is a parametric affine variational inequality. W…