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• W2946736053 abstract "We prove global convergence of a bundle trust region algorithm for non-smooth non-convex optimization, where cutting planes are generated by oracles respecting four basic rules. The benefit is that convergence theory applies to a large variety of methods encountered in practice. This includes in particular the method of downshifted tangents, for which previously no convergence result in the trust region framework was known. We also show that certain splitting techniques can be seen as special cases of bundle trust region techniques." @default.
• W2946736053 created "2019-05-29" @default.
• W2946736053 creator A5030567369 @default.
• W2946736053 date "2019-05-16" @default.
• W2946736053 modified "2023-09-27" @default.
• W2946736053 title "Cutting plane oracles for non-smooth trust-regions" @default.
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• W2946736053 hasPublicationYear "2019" @default.
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