DeepCAVE: An Interactive Analysis Tool for Automated Machine Learning. - René Sass; Eddie Bergman; André Biedenkapp; Frank Hutter; Marius Lindauer (CoRR, 2022)

In-Context Freeze-Thaw Bayesian Optimization for Hyperparameter Optimization. - Herilalaina Rakotoarison; Steven Adriaensen; Neeratyoy Mallik; Samir Garibov; Eddie Bergman; Frank Hutter (ICML, 2024)

CANDID DAC: Leveraging Coupled Action Dimensions with Importance Differences in DAC. - Philipp Bordne; M. Asif Hasan; Eddie Bergman; Noor H. Awad; André Biedenkapp (CoRR, 2024)