7 citations · 9 across the 7 of their papers we have counts for
3 papers · 1 filter
Douglas--Rachford for multioperator comonotone inclusions with applications to multiblock optimization
Jan Harold Alcantara, Minh N. Dao, Akiko Takeda
We study the doubly relaxed Douglas--Rachford (DR) algorithm for solving a multioperator inclusion problem involving the sum of maximally comonotone operators. To address such prob…
On the equivalence of a Hessian-free inequality and Lipschitz continuous Hessian
Radu I. Boţ, Minh N. Dao, Tianxiang Liu +2
It is known that if a twice differentiable function has a Lipschitz continuous Hessian, then its gradients satisfy a Jensen-type inequality. In particular, this inequality is Hessi…
Projected proximal gradient trust-region algorithm for nonsmooth optimization
Minh N. Dao, Hung M. Phan, Lindon Roberts
We consider trust-region methods for solving optimization problems where the objective is the sum of a smooth, nonconvex function and a nonsmooth, convex regularizer. We extend the…