A trust-region stabilized proximal point method enforces a displacement condition to achieve linear descent for general nonsmooth convex problems.
Convergence of first-order algorithms for meta-learning with moreau envelopes.arXiv preprint arXiv:2301.06806
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Stabilized Proximal Point Method via Trust Region Control
A trust-region stabilized proximal point method enforces a displacement condition to achieve linear descent for general nonsmooth convex problems.