A Tempered Fractional Stable Noise Perturbed Gradient Descent Optimization Algorithm

F. Sabzikar, Mohammad Fili, Guiping Hu
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Abstract

This presentation introduced a novel Tempered Fractional Stable Noise Perturbed Gradient Descent Optimization Algorithm, designed to improve the convergence and performance of optimization processes in complex landscapes.

Date
Oct 1, 2024
Event
INFORMS Annual Conference 2024
Optimization Gradient Descent Fractional Calculus Machine Learning
Mohammad Fili
Mohammad Fili
Postdoctoral Research Fellow

My research interests include Healthcare Data Analytics, Machine Learning, and Optimization.

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