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math.OC2026
Revisiting Superlinear Convergence of Proximal Newton-Like Methods to Degenerate Solutions
Ching-pei Lee, Stephen J. Wright
We describe inexact proximal Newton-like methods for solving degenerate regularized optimization problems and for the broader problem of finding a zero of a generalized equation th…
math.OC2025
Optimization in Theory and Practice
Stephen J. Wright
Algorithms for continuous optimization problems have a rich history of design and innovation over the past several decades, in which mathematical analysis of their convergence and…