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08/30/2023
A Unified Analysis for the Subgradient Methods Minimizing Composite Nonconvex, Nonsmooth and Non-Lipschitz Functions
In this paper we propose a proximal subgradient method (Prox-SubGrad) fo...
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06/02/2023
An Augmented Lagrangian Approach to Conically Constrained Non-monotone Variational Inequality Problems
In this paper we consider a non-monotone (mixed) variational inequality ...
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05/23/2023
Revisiting Subgradient Method: Complexity and Convergence Beyond Lipschitz Continuity
The subgradient method is one of the most fundamental algorithmic scheme...
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06/30/2022