Agent-based Collaborative Random Search for Hyper-parameter Tuning and Global Function Optimization

Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson

Hyper-parameter optimization is one of the most tedious yet crucial steps in training machine learning models. There are numerous methods for this vital model-building stage, rangi…