Amir Rezaei Balef

Put CASH on Bandits: A Max K-Armed Problem for Automated Machine Learning

2025

The Combined Algorithm Selection and Hyperparameter optimization (CASH) is a challenging resource allocation problem in the field of AutoML. We propose MaxUCB, a max k-armed bandit method to trade off exploring different model classes and …