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Fuzzy hyperparameters update in a second order optimization

8 March 2024
Abdelaziz Bensadok
Muhammad Zeeshan Babar
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Abstract

This research will present a hybrid approach to accelerate convergence in a second order optimization. An online finite difference approximation of the diagonal Hessian matrix will be introduced, along with fuzzy inferencing of several hyperparameters. Competitive results have been achieved

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