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math.OC2018
Finding Zeros of Hölder Metrically Subregular Mappings via Globally Convergent Levenberg-Marquardt Methods
Masoud Ahookhosh, Ronan M. T. Fleming, Phan T. Vuong
We present two globally convergent Levenberg-Marquardt methods for finding zeros of Hölder metrically subregular mappings that may have non-isolated zeros. The first method unifies…
math.OC2018
On the acceleration of forward-backward splitting via an inexact Newton method
Andreas Themelis, Masoud Ahookhosh, Panagiotis Patrinos
We propose a Forward-Backward Truncated-Newton method (FBTN) for minimizing the sum of two convex functions, one of which smooth. Unlike other proximal Newton methods, our approach…