Solving a global optimal problem requires only two-armed slot machine

X Chen, Z Chen, X Yan, G Zhang, Y Zhang - arXiv preprint arXiv …, 2024 - arxiv.org
For a general purpose optimization problem over a finite rectangle region, this paper
pioneers a unified slot machine framework for global optimization by transforming the search …

Cyclical Log Annealing as a Learning Rate Scheduler

P Naveen - arXiv preprint arXiv:2403.14685, 2024 - arxiv.org
A learning rate scheduler is a predefined set of instructions for varying search stepsizes
during model training processes. This paper introduces a new logarithmic method using …