2026
PSEO: Optimizing Post-hoc Stacking Ensemble Through Hyperparameter Tuning
AAAI 2026technical
The Combined Algorithm Selection and Hyperparameter Optimization (CASH) problem is fundamental in Automated Machine Learning (AutoML). Inspired by the success of ensemble learning, recent AutoML systems construct post-hoc ensembles for final predictions rather than relying on the best single model.