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math.OC2019
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…
math.OC2011★ 3 cited
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…