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20172022
most citedGeneralized Huber Loss for Robust Learning and its Efficient Minimization for a Robust Statistics

33 citations · 61 across the 24 of their papers we have counts for

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math.OC2022

to : A Meta Algorithm for Multivariate Global Optimization via Univariate Optimizers

Kaan Gokcesu, Hakan Gokcesu

In this work, we propose a meta algorithm that can solve a multivariate global optimization problem using univariate global optimizers. Although the univariate global optimization…

math.OC2019

Accelerating Min-Max Optimization with Application to Minimal Bounding Sphere

Hakan Gokcesu, Kaan Gokcesu, Suleyman Serdar Kozat

We study the min-max optimization problem where each function contributing to the max operation is strongly-convex and smooth with bounded gradient in the search domain. By smoothi…