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
@article{arxiv.2403.15416,
title = {Fuzzy hyperparameters update in a second order optimization},
author = {Abdelaziz Bensadok and Muhammad Zeeshan Babar},
journal= {arXiv preprint arXiv:2403.15416},
year = {2024}
}