Tune My Adam, Please!

Theodoros Athanasiadis, Steven Adriaensen, Samuel Müller, Frank Hutter

Published: 29 Aug 2025, Last Modified: 29 Aug 2025AutoML 2025 Non-Archival Content TrackEveryoneRevisionsBibTeXCC BY 4.0
Submission Type: Short paper
Tldr: We introduce a new surrogate model for Freeze-Thaw Bayesian Optimization of Adam's Hyperparameters and a new method for learning curve augmentation.
Submission Number: 14