Stoll, Danny

8 publications

NeurIPS 2023 Construction of Hierarchical Neural Architecture Search Spaces Based on Context-Free Grammars Simon Schrodi, Danny Stoll, Binxin Ru, Rhea Sukthanker, Thomas Brox, Frank Hutter

NeurIPS 2023 PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning Neeratyoy Mallik, Edward Bergman, Carl Hvarfner, Danny Stoll, Maciej Janowski, Marius Lindauer, Luigi Nardi, Frank Hutter

ICLR 2022 $\pi$BO: Augmenting Acquisition Functions with User Beliefs for Bayesian Optimization Carl Hvarfner, Danny Stoll, Artur Souza, Marius Lindauer, Frank Hutter, Luigi Nardi

NeurIPS 2022 JAHS-Bench-201: A Foundation for Research on Joint Architecture and Hyperparameter Search Archit Bansal, Danny Stoll, Maciej Janowski, Arber Zela, Frank Hutter

ICMLW 2022 On the Importance of Hyperparameters and Data Augmentation for Self-Supervised Learning Diane Wagner, Fabio Ferreira, Danny Stoll, Robin Tibor Schirrmeister, Samuel Müller, Frank Hutter

NeurIPSW 2022 PriorBand: HyperBand + Human Expert Knowledge Neeratyoy Mallik, Carl Hvarfner, Danny Stoll, Maciej Janowski, Eddie Bergman, Marius Lindauer, Luigi Nardi, Frank Hutter

NeurIPSW 2022 Towards Discovering Neural Architectures from Scratch Simon Schrodi, Danny Stoll, Binxin Ru, Rhea Sanjay Sukthanker, Thomas Brox, Frank Hutter

ICLR 2019 Learning to Design RNA Frederic Runge, Danny Stoll, Stefan Falkner, Frank Hutter