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20162023
most citedGeneralized Huber Loss for Robust Learning and its Efficient Minimization for a Robust Statistics

33 citations · 63 across the 36 of their papers we have counts for

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Showing 2019Show all

2 papers · 1 filter

cs.LG2019

Minimax Optimal Algorithms for Adversarial Bandit Problem with Multiple Plays

N. Mert Vural, Hakan Gokcesu, Kaan Gokcesu +1

We investigate the adversarial bandit problem with multiple plays under semi-bandit feedback. We introduce a highly efficient algorithm that asymptotically achieves the performance…

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…