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math.OC2022
On the local convergence of the semismooth Newton method for composite optimization
Jiang Hu, Tonghua Tian, Shaohua Pan +1
In this paper, we consider a large class of nonlinear equations derived from first-order type methods for solving composite optimization problems. Traditional approaches to establi…
math.OC2022★ 3 cited
Identifiability, the KL property in metric spaces, and subgradient curves
Adrian Lewis, Tonghua Tian
Identifiability, and the closely related idea of partial smoothness, unify classical active set methods and more general notions of solution structure. Diverse optimization algorit…