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A Mokhtari, A Ozdaglar… - Advances in Neural …, 2018 - proceedings.neurips.cc
In this paper, we study the problem of esca** from saddle points in smooth nonconvex
optimization problems subject to a convex set $\mathcal {C} $. We propose a generic …

Complexity analysis of interior point algorithms for non-Lipschitz and nonconvex minimization

W Bian, X Chen, Y Ye - Mathematical Programming, 2015 - Springer
We propose a first order interior point algorithm for a class of non-Lipschitz and nonconvex
minimization problems with box constraints, which arise from applications in variable …