Generalized self-concordant functions: a recipe for Newton-type methods - researchr publication related

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Tianxiao Sun, Quoc Tran-Dinh. Generalized self-concordant functions: a recipe for Newton-type methods. Math. Program., 178(1-2):145-213, 2019. [doi]

The following publications are possibly variants of this publication:

Proximal Newton-Type Methods for Minimizing Composite FunctionsJason D. Lee, Yuekai Sun, Michael A. Saunders. siamjo, 24(3):1420-1443, 2014. [doi]

Self-concordant inclusions: a unified framework for path-following generalized Newton-type algorithmsQuoc Tran-Dinh, Tianxiao Sun, Shu Lu. mp, 177(1-2):173-223, 2019. [doi]

A Newton Frank-Wolfe method for constrained self-concordant minimizationDeyi Liu, Volkan Cevher, Quoc Tran-Dinh. jgo, 83(2):273-299, 2022. [doi]

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